Final minor revisions

[adswa]

• [x] Minor edits as suggested by reviewer 2
• [x] STD/S2S-RMS computation

@ElectronicTeaCup @mih: I believe that STD/S2S-RMS computation on eyetracking data is misguided. I have started a draft for a letter to the editor here. Please let me know what you think.

[adswa]

@ElectronicTeaCup @mih: I have pushed an implementation for sample to sample RMS computation on signal data. @ElectronicTeaCup, I would appreciate if you could read R2's suggestion, check my code, and reproduce the results I got (added in the comments of the new function). Also, please chime in to my thoughts on why the method is inapplicable/misleading (as I detail in the comments of the function, and in the letter to the editor started here).

[AsimHDar]

I'll get onto this today. Just need permission on my email (asim.h.dar@gmail.com) for the google doc. As for the reproduction, I'm on my home pc (windows) right now and will see if I can get a python distribution up and running—so I am unable to guarantee that I can manage running the code. But will try nonetheless.

[adswa]

Thanks @ElectronicTeaCup , and I have added permissions for your e-mail.

[adswa]

PS: If you still have an account on medusa, maybe do it there? could be easier than setting up Python envs under windows...

[AsimHDar]

Ugh 😣, lesson learnt about windows. I had thought my user on Medusa would have been pruned, but is still alive thankfully. I'll try it on there—thanks for the tip.

[AsimHDar]

May not be the time for trouble shooting this but I'm getting this error on medusa (also got this on my windows-ubuntu subsystem setup):

code/mk_figuresnstats.py -f -r -m
Clone attempt: 100%|███████████████████████████████████| 3.00/3.00 [00:01<00:00, 2.47 Candidate locations/s]Warning: Permanently added the RSA host key for IP address '140.82.112.4' to the list of known hosts.
Permission denied (publickey).
Traceback (most recent call last):
  File "code/mk_figuresnstats.py", line 1173, in <module>
    savefigs(args.figure, args.stats)
  File "code/mk_figuresnstats.py", line 417, in savefigs
    stat)
  File "code/mk_figuresnstats.py", line 281, in confusion
    load_anderson(stimtype, finame)
  File "code/mk_figuresnstats.py", line 28, in load_anderson
    get(fname)
  File "/home/asimio/env/remodnav/lib/python3.5/site-packages/datalad/interface/utils.py", line 492, in eval_func
    return return_func(generator_func)(*args, **kwargs)
  File "/home/asimio/env/remodnav/lib/python3.5/site-packages/datalad/interface/utils.py", line 480, in return_func
    results = list(results)
  File "/home/asimio/env/remodnav/lib/python3.5/site-packages/datalad/interface/utils.py", line 411, in generator_func
    allkwargs):
  File "/home/asimio/env/remodnav/lib/python3.5/site-packages/datalad/interface/utils.py", line 527, in _process_results
    for res in results:
  File "/home/asimio/env/remodnav/lib/python3.5/site-packages/datalad/distribution/get.py", line 751, in __call__
    description):
  File "/home/asimio/env/remodnav/lib/python3.5/site-packages/datalad/distribution/get.py", line 456, in _install_targetpath
    ds, target_path, reckless, refds_path, description=description):
  File "/home/asimio/env/remodnav/lib/python3.5/site-packages/datalad/distribution/get.py", line 338, in _install_necessary_subdatasets
    description=description):
  File "/home/asimio/env/remodnav/lib/python3.5/site-packages/datalad/distribution/get.py", line 260, in _install_subds_from_flexible_source
    **kwargs):
  File "/home/asimio/env/remodnav/lib/python3.5/site-packages/datalad/core/distributed/clone.py", line 411, in clone_dataset
    create=True)
  File "/home/asimio/env/remodnav/lib/python3.5/site-packages/datalad/support/gitrepo.py", line 864, in clone
    ssh_manager.get_connection(url).open()
  File "/home/asimio/env/remodnav/lib/python3.5/site-packages/datalad/support/sshconnector.py", line 287, in open
    stderr,
datalad.support.exceptions.ConnectionOpenFailedError: ConnectionOpenFailedError: command '['ssh', '-fN', '-o', 'ControlMaster=auto', '-o', 'ControlPersist=15m', '-o', 'ControlPath=/home/asimio/.cache/datalad/sockets/4137e7ab', 'git@github.com']' failed with exitcode 255
Failed to open SSH connection (could not start ControlMaster process)
Makefile:12: recipe for target 'figures-stamp' failed

Any ideas how to resolve this?

[adswa]

check your SSH key? (Permission denied (publickey))

[adswa]

(In any case make sure that you have the studyforrest eyetracking data, but there is no need to run "make" - The new function is not included in the main execution of the script. Simply fire up IPython, and copy/play around with the function I have added in this PR - thx!)

[AsimHDar]

I'm having difficulty getting the data. datalad clone and git clone --recurse-submodules don't seem to be working for me—and I couldn't figure out exactly how to use datalad in this case. Or are the data not supposed to be local?

datalad.support.exceptions.NoDatasetFound: No dataset found at '/mnt/c/Users/asimd/Repos/paper-remodnav'. Specify a dataset to work with by providing its path via thedatasetoption, or change the current working directory to be in a dataset.

[mih]

Please post the full command you are running, and where you run it. It seems that it simply doesn't see a dataset at all.

[AsimHDar]

I'm running these with the remodnav paper repo, so: datalad clone https://github.com/psychoinformatics-de/paper-remodnav.git. Just tried it with datalad install and following it up with make to pull the data, but make doesn't go through. Now i'm doing

datalad install https://github.com/psychoinformatics-de/paper-remodnav.git
cd paper-remodnav
make

This runs the analysis but has an error.

Traceback (most recent call last):
  File "code/mk_figuresnstats.py", line 1177, in <module>
    plot_raw_vel_trace()
  File "code/mk_figuresnstats.py", line 636, in plot_raw_vel_trace
    names=['x', 'y', 'pupil', 'frame'])
  File "/home/asimio/env/remodnav/lib/python3.5/site-packages/numpy/lib/npyio.py", line 2372, in recfromcsv
    output = genfromtxt(fname, **kwargs)
  File "/home/asimio/env/remodnav/lib/python3.5/site-packages/numpy/lib/npyio.py", line 1772, in genfromtxt
    fid = np.lib._datasource.open(fname, 'rt', encoding=encoding)
  File "/home/asimio/env/remodnav/lib/python3.5/site-packages/numpy/lib/_datasource.py", line 269, in open
    return ds.open(path, mode, encoding=encoding, newline=newline)
  File "/home/asimio/env/remodnav/lib/python3.5/site-packages/numpy/lib/_datasource.py", line 623, in open
    raise IOError("%s not found." % path)
OSError: data/raw_eyegaze/sub-32/beh/sub-32_task-movie_run-5_recording-eyegaze_physio.tsv.gz not found.
Makefile:12: recipe for target 'figures-stamp' failed
make: *** [figures-stamp] Error 1

How would I go about pulling the data so that I can call S2SRMS() in ipython?

[adswa]

Ah, I see. Will push a fix soon, one sec.

[adswa]

@ElectronicTeaCup I pushed a fix and merged it in in #14. Please check whether it works for you. It was a missing subdataset installation and missing data retrieval for two files were plotted raw gaze traces with. You could have gotten the data "by hand" by installing/cloning the subdatasets manually and simply getting the data you need.

I works for me with a fresh dataset clone now. Here is what I am running on our compute cluster juseless (no access to medusa anymore, sorry). I'm posting the full output for you to check where yours may differ:

General setup: Installations

``` adina@juseless in ~ ❱ virtualenv --python=python3 ~/env/remodnav 130 ! . ~/env/remodnav/bin/activate Already using interpreter /usr/bin/python3 Using base prefix '/usr' New python executable in /home/adina/env/remodnav/bin/python3 Also creating executable in /home/adina/env/remodnav/bin/python Installing setuptools, pkg_resources, pip, wheel...done. (remodnav) adina@juseless in ~ ❱ # install from PyPi pip install remodnav seaborn sklearn # if not installed with another method pip install datalad Collecting remodnav Using cached remodnav-1.0-py2.py3-none-any.whl (29 kB) Collecting seaborn Using cached seaborn-0.10.1-py3-none-any.whl (215 kB) Processing ./.cache/pip/wheels/46/ef/c3/157e41f5ee1372d1be90b09f74f82b10e391eaacca8f22d33e/sklearn-0.0-py2.py3-none-any.whl Collecting numpy Using cached numpy-1.18.4-cp37-cp37m-manylinux1_x86_64.whl (20.2 MB) Collecting matplotlib Using cached matplotlib-3.2.1-cp37-cp37m-manylinux1_x86_64.whl (12.4 MB) Collecting statsmodels Using cached statsmodels-0.11.1-cp37-cp37m-manylinux1_x86_64.whl (8.7 MB) Collecting scipy Using cached scipy-1.4.1-cp37-cp37m-manylinux1_x86_64.whl (26.1 MB) Collecting pandas>=0.22.0 Using cached pandas-1.0.3-cp37-cp37m-manylinux1_x86_64.whl (10.0 MB) Collecting scikit-learn Using cached scikit_learn-0.23.1-cp37-cp37m-manylinux1_x86_64.whl (6.8 MB) Collecting python-dateutil>=2.1 Using cached python_dateutil-2.8.1-py2.py3-none-any.whl (227 kB) Collecting cycler>=0.10 Using cached cycler-0.10.0-py2.py3-none-any.whl (6.5 kB) Collecting kiwisolver>=1.0.1 Using cached kiwisolver-1.2.0-cp37-cp37m-manylinux1_x86_64.whl (88 kB) Collecting pyparsing!=2.0.4,!=2.1.2,!=2.1.6,>=2.0.1 Using cached pyparsing-2.4.7-py2.py3-none-any.whl (67 kB) Collecting patsy>=0.5 Using cached patsy-0.5.1-py2.py3-none-any.whl (231 kB) Collecting pytz>=2017.2 Using cached pytz-2020.1-py2.py3-none-any.whl (510 kB) Collecting threadpoolctl>=2.0.0 Using cached threadpoolctl-2.0.0-py3-none-any.whl (34 kB) Collecting joblib>=0.11 Using cached joblib-0.15.1-py3-none-any.whl (298 kB) Collecting six>=1.5 Using cached six-1.15.0-py2.py3-none-any.whl (10 kB) Installing collected packages: numpy, six, python-dateutil, cycler, kiwisolver, pyparsing, matplotlib, pytz, pandas, patsy, scipy, statsmodels, remodnav, seaborn, threadpoolctl, joblib, scikit-learn, sklearn Successfully installed cycler-0.10.0 joblib-0.15.1 kiwisolver-1.2.0 matplotlib-3.2.1 numpy-1.18.4 pandas-1.0.3 patsy-0.5.1 pyparsing-2.4.7 python-dateutil-2.8.1 pytz-2020.1 remodnav-1.0 scikit-learn-0.23.1 scipy-1.4.1 seaborn-0.10.1 six-1.15.0 sklearn-0.0 statsmodels-0.11.1 threadpoolctl-2.0.0 Collecting datalad Downloading datalad-0.12.7.tar.gz (1.5 MB) |████████████████████████████████| 1.5 MB 6.2 MB/s Collecting appdirs Downloading appdirs-1.4.4-py2.py3-none-any.whl (9.6 kB) Collecting chardet>=3.0.4 Using cached chardet-3.0.4-py2.py3-none-any.whl (133 kB) Collecting GitPython>=2.1.12 Downloading GitPython-3.1.2-py3-none-any.whl (451 kB) |████████████████████████████████| 451 kB 20.5 MB/s Collecting iso8601 Using cached iso8601-0.1.12-py2.py3-none-any.whl (12 kB) Collecting humanize Downloading humanize-2.4.0-py3-none-any.whl (62 kB) |████████████████████████████████| 62 kB 1.1 MB/s Collecting fasteners Using cached fasteners-0.15-py2.py3-none-any.whl (23 kB) Collecting patool>=1.7 Using cached patool-1.12-py2.py3-none-any.whl (77 kB) Collecting tqdm Downloading tqdm-4.46.0-py2.py3-none-any.whl (63 kB) |████████████████████████████████| 63 kB 1.2 MB/s Processing ./.cache/pip/wheels/b1/c2/ed/d62208260edbd3fa7156545c00ef966f45f2063d0a84f8208a/wrapt-1.12.1-cp37-cp37m-linux_x86_64.whl Collecting boto Using cached boto-2.49.0-py2.py3-none-any.whl (1.4 MB) Collecting keyring>=8.0 Downloading keyring-21.2.1-py3-none-any.whl (31 kB) Collecting keyrings.alt Using cached keyrings.alt-3.4.0-py2.py3-none-any.whl (31 kB) Collecting msgpack Using cached msgpack-1.0.0-cp37-cp37m-manylinux1_x86_64.whl (275 kB) Collecting requests>=1.2 Using cached requests-2.23.0-py2.py3-none-any.whl (58 kB) Processing ./.cache/pip/wheels/64/f4/de/9667d84f759289edf5442220997c6d4334637a6bb2a7b90f73/jsmin-2.2.2-cp37-none-any.whl Collecting PyGithub Downloading PyGithub-1.51-py3-none-any.whl (260 kB) |████████████████████████████████| 260 kB 38.6 MB/s Processing ./.cache/pip/wheels/86/c0/83/dcd0339abb2640544bb8e0938aab2d069cef55e5647ce6e097/simplejson-3.17.0-cp37-cp37m-linux_x86_64.whl Collecting whoosh Using cached Whoosh-2.7.4-py2.py3-none-any.whl (468 kB) Collecting gitdb<5,>=4.0.1 Downloading gitdb-4.0.5-py3-none-any.whl (63 kB) |████████████████████████████████| 63 kB 1.2 MB/s Requirement already satisfied: six in ./env/remodnav/lib/python3.7/site-packages (from fasteners->datalad) (1.15.0) Collecting monotonic>=0.1 Using cached monotonic-1.5-py2.py3-none-any.whl (5.3 kB) Collecting SecretStorage>=3; sys_platform == "linux" Using cached SecretStorage-3.1.2-py3-none-any.whl (14 kB) Collecting importlib-metadata; python_version < "3.8" Downloading importlib_metadata-1.6.0-py2.py3-none-any.whl (30 kB) Collecting jeepney>=0.4.2; sys_platform == "linux" Using cached jeepney-0.4.3-py3-none-any.whl (21 kB) Collecting idna<3,>=2.5 Using cached idna-2.9-py2.py3-none-any.whl (58 kB) Collecting certifi>=2017.4.17 Downloading certifi-2020.4.5.1-py2.py3-none-any.whl (157 kB) |████████████████████████████████| 157 kB 17.7 MB/s Collecting urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 Downloading urllib3-1.25.9-py2.py3-none-any.whl (126 kB) |████████████████████████████████| 126 kB 36.7 MB/s Collecting pyjwt Using cached PyJWT-1.7.1-py2.py3-none-any.whl (18 kB) Collecting deprecated Downloading Deprecated-1.2.10-py2.py3-none-any.whl (8.7 kB) Collecting smmap<4,>=3.0.1 Downloading smmap-3.0.4-py2.py3-none-any.whl (25 kB) Collecting cryptography Downloading cryptography-2.9.2-cp35-abi3-manylinux2010_x86_64.whl (2.7 MB) |████████████████████████████████| 2.7 MB 23.8 MB/s Collecting zipp>=0.5 Using cached zipp-3.1.0-py3-none-any.whl (4.9 kB) Collecting cffi!=1.11.3,>=1.8 Using cached cffi-1.14.0-cp37-cp37m-manylinux1_x86_64.whl (400 kB) Collecting pycparser Using cached pycparser-2.20-py2.py3-none-any.whl (112 kB) Building wheels for collected packages: datalad Building wheel for datalad (setup.py) ... done Created wheel for datalad: filename=datalad-0.12.7-py3-none-any.whl size=1473537 sha256=fb691235ef3c1bbda3a82f10ccc0e9ed9e37318c48837be0745f603dbe5caaa3 Stored in directory: /home/adina/.cache/pip/wheels/16/95/02/5ea941d6c0dc1c8fa9b2a47d262d2dba8f876ed766a500f659 Successfully built datalad Installing collected packages: appdirs, chardet, smmap, gitdb, GitPython, iso8601, humanize, monotonic, fasteners, patool, tqdm, wrapt, boto, pycparser, cffi, cryptography, jeepney, SecretStorage, zipp, importlib-metadata, keyring, keyrings.alt, msgpack, idna, certifi, urllib3, requests, jsmin, pyjwt, deprecated, PyGithub, simplejson, whoosh, datalad Successfully installed GitPython-3.1.2 PyGithub-1.51 SecretStorage-3.1.2 appdirs-1.4.4 boto-2.49.0 certifi-2020.4.5.1 cffi-1.14.0 chardet-3.0.4 cryptography-2.9.2 datalad-0.12.7 deprecated-1.2.10 fasteners-0.15 gitdb-4.0.5 humanize-2.4.0 idna-2.9 importlib-metadata-1.6.0 iso8601-0.1.12 jeepney-0.4.3 jsmin-2.2.2 keyring-21.2.1 keyrings.alt-3.4.0 monotonic-1.5 msgpack-1.0.0 patool-1.12 pycparser-2.20 pyjwt-1.7.1 requests-2.23.0 simplejson-3.17.0 smmap-3.0.4 tqdm-4.46.0 urllib3-1.25.9 whoosh-2.7.4 wrapt-1.12.1 zipp-3.1.0 (remodnav) adina@juseless in ~ ❱ datalad install https://github.com/psychoinformatics-de/paper-remodnav.git [INFO ] Remote origin not usable by git-annex; setting annex-ignore install(ok): /home/adina/paper-remodnav (dataset) (remodnav) adina@juseless in ~ ❱ datalad --version datalad 0.12.6 (remodnav) adina@juseless in ~ ❱ git-annex version git-annex version: 7.20190819+git2-g908476a9b-1~ndall+1 build flags: Assistant Webapp Pairing S3 WebDAV Inotify DBus DesktopNotify TorrentParser MagicMime Feeds Testsuite dependency versions: aws-0.20 bloomfilter-2.0.1.0 cryptonite-0.25 DAV-1.3.3 feed-1.0.0.0 ghc-8.4.4 http-client-0.5.13.1 persistent-sqlite-2.8.2 torrent-10000.1.1 uuid-1.3.13 yesod-1.6.0 key/value backends: SHA256E SHA256 SHA512E SHA512 SHA224E SHA224 SHA384E SHA384 SHA3_256E SHA3_256 SHA3_512E SHA3_512 SHA3_224E SHA3_224 SHA3_384E SHA3_384 SKEIN256E SKEIN256 SKEIN512E SKEIN512 BLAKE2B256E BLAKE2B256 BLAKE2B512E BLAKE2B512 BLAKE2B160E BLAKE2B160 BLAKE2B224E BLAKE2B224 BLAKE2B384E BLAKE2B384 BLAKE2BP512E BLAKE2BP512 BLAKE2S256E BLAKE2S256 BLAKE2S160E BLAKE2S160 BLAKE2S224E BLAKE2S224 BLAKE2SP256E BLAKE2SP256 BLAKE2SP224E BLAKE2SP224 SHA1E SHA1 MD5E MD5 WORM URL remote types: git gcrypt p2p S3 bup directory rsync web bittorrent webdav adb tahoe glacier ddar git-lfs hook external operating system: linux x86_64 supported repository versions: 5 7 upgrade supported from repository versions: 0 1 2 3 4 5 6 (remodnav) adina@juseless in ~ ❱ cd paper-remodnav (remodnav) adina@juseless in ~/paper-remodnav on git:master ```

Running make

``` (remodnav) adina@juseless in ~/paper-remodnav on git:master ❱ make bash -c 'set -o pipefail; code/mk_figuresnstats.py -s | tee results_def.tex' Computed velocity exceeds threshold. Inappropriate filter setup? [1062.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1193.1 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1128.2 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1125.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1163.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1006.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [6230.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [16408.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [10561.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [2981.2 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1600.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3034.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1152.1 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1258.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1240.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1042.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1130.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1259.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1275.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1045.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1165.3 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1144.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1085.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1179.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1015.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1713.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1415.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [5503.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3698.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1868.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1839.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3630.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [5426.7 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1295.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1858.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1062.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1193.1 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1128.2 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1125.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1163.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1006.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [6230.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [16408.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [10561.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [2981.2 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1600.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3034.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1152.1 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1258.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1240.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1042.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1130.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1259.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1275.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1045.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1165.3 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1144.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1085.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1179.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1015.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1713.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1415.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [5503.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3698.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1868.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1839.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3630.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [5426.7 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1295.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1858.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1062.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1193.1 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1128.2 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1125.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1163.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1006.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [6230.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [16408.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [10561.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [2981.2 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1600.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3034.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1152.1 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1258.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1240.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1042.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1130.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1259.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1275.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1045.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1165.3 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1144.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1085.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1179.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1015.6 > 1000.0 deg/s] % # % # %INCONSISTENCY Found label length mismatch between coders (MN, RA) for: TH34_img_vy_labelled_{}.mat % # % Truncate labels to shorter sample: [4990, 4988] \newcommand{\imgMNRAMCLF}{6.1} \newcommand{\imgMNRAMclfWOP}{3.0} \newcommand{\imgMNRAFIXref}{70} \newcommand{\imgMNRASACref}{9} \newcommand{\imgMNRAPSOref}{21} \newcommand{\imgMNRASPref}{0} \newcommand{\imgMNRAFIXcod}{13} \newcommand{\imgMNRASACcod}{15} \newcommand{\imgMNRAPSOcod}{20} \newcommand{\imgMNRASPcod}{53} % ### img % Comparison | MCLF | MCLFw/oP | Method | Fix | Sacc | PSO | SP % --- | --- | --- | --- | --- | --- | --- | --- % MN v RA | 6.1 | 3.0 | MN | 70 | 9 | 21 | 0 % -- | -- | -- | RA | 13 | 15 | 20 | 53 % # % # %INCONSISTENCY Found label length mismatch between coders (MN, RA) for: UL27_trial17_labelled_{}.mat % # % Truncate labels to shorter sample: [454, 455] \newcommand{\dotsMNRAMCLF}{10.7} \newcommand{\dotsMNRAMclfWOP}{4.2} \newcommand{\dotsMNRAFIXref}{11} \newcommand{\dotsMNRASACref}{10} \newcommand{\dotsMNRAPSOref}{9} \newcommand{\dotsMNRASPref}{71} \newcommand{\dotsMNRAFIXcod}{64} \newcommand{\dotsMNRASACcod}{7} \newcommand{\dotsMNRAPSOcod}{6} \newcommand{\dotsMNRASPcod}{23} % ### dots % Comparison | MCLF | MCLFw/oP | Method | Fix | Sacc | PSO | SP % --- | --- | --- | --- | --- | --- | --- | --- % MN v RA | 10.7 | 4.2 | MN | 11 | 10 | 9 | 71 % -- | -- | -- | RA | 64 | 7 | 6 | 23 % # % # %INCONSISTENCY Found label length mismatch between coders (MN, RA) for: TH38_video_dolphin_fov_labelled_{}.mat % # % Truncate labels to shorter sample: [4047, 4044] % # % # %INCONSISTENCY Found label length mismatch between coders (MN, RA) for: UL23_video_triple_jump_labelled_{}.mat % # % Truncate labels to shorter sample: [2823, 2821] % # % # %INCONSISTENCY Found label length mismatch between coders (MN, RA) for: UL27_video_triple_jump_labelled_{}.mat % # % Truncate labels to shorter sample: [2822, 2824] \newcommand{\videoMNRAMCLF}{18.5} \newcommand{\videoMNRAMclfWOP}{4.0} \newcommand{\videoMNRAFIXref}{75} \newcommand{\videoMNRASACref}{3} \newcommand{\videoMNRAPSOref}{8} \newcommand{\videoMNRASPref}{15} \newcommand{\videoMNRAFIXcod}{16} \newcommand{\videoMNRASACcod}{4} \newcommand{\videoMNRAPSOcod}{3} \newcommand{\videoMNRASPcod}{77} % ### video % Comparison | MCLF | MCLFw/oP | Method | Fix | Sacc | PSO | SP % --- | --- | --- | --- | --- | --- | --- | --- % MN v RA | 18.5 | 4.0 | MN | 75 | 3 | 8 | 15 % -- | -- | -- | RA | 16 | 4 | 3 | 77 \newcommand{\imgMNALMCLF}{23.1} \newcommand{\imgMNALMclfWOP}{6.5} \newcommand{\imgMNALFIXref}{86} \newcommand{\imgMNALSACref}{2} \newcommand{\imgMNALPSOref}{11} \newcommand{\imgMNALSPref}{2} \newcommand{\imgMNALFIXcod}{5} \newcommand{\imgMNALSACcod}{13} \newcommand{\imgMNALPSOcod}{6} \newcommand{\imgMNALSPcod}{75} % ### img % Comparison | MCLF | MCLFw/oP | Method | Fix | Sacc | PSO | SP % --- | --- | --- | --- | --- | --- | --- | --- % MN v AL | 23.1 | 6.5 | MN | 86 | 2 | 11 | 2 % -- | -- | -- | AL | 5 | 13 | 6 | 75 \newcommand{\dotsMNALMCLF}{18.6} \newcommand{\dotsMNALMclfWOP}{8.2} \newcommand{\dotsMNALFIXref}{9} \newcommand{\dotsMNALSACref}{5} \newcommand{\dotsMNALPSOref}{8} \newcommand{\dotsMNALSPref}{78} \newcommand{\dotsMNALFIXcod}{77} \newcommand{\dotsMNALSACcod}{6} \newcommand{\dotsMNALPSOcod}{2} \newcommand{\dotsMNALSPcod}{15} % ### dots % Comparison | MCLF | MCLFw/oP | Method | Fix | Sacc | PSO | SP % --- | --- | --- | --- | --- | --- | --- | --- % MN v AL | 18.6 | 8.2 | MN | 9 | 5 | 8 | 78 % -- | -- | -- | AL | 77 | 6 | 2 | 15 \newcommand{\videoMNALMCLF}{31.5} \newcommand{\videoMNALMclfWOP}{7.9} \newcommand{\videoMNALFIXref}{57} \newcommand{\videoMNALSACref}{1} \newcommand{\videoMNALPSOref}{6} \newcommand{\videoMNALSPref}{36} \newcommand{\videoMNALFIXcod}{36} \newcommand{\videoMNALSACcod}{5} \newcommand{\videoMNALPSOcod}{3} \newcommand{\videoMNALSPcod}{55} % ### video % Comparison | MCLF | MCLFw/oP | Method | Fix | Sacc | PSO | SP % --- | --- | --- | --- | --- | --- | --- | --- % MN v AL | 31.5 | 7.9 | MN | 57 | 1 | 6 | 36 % -- | -- | -- | AL | 36 | 5 | 3 | 55 \newcommand{\imgRAALMCLF}{22.8} \newcommand{\imgRAALMclfWOP}{6.4} \newcommand{\imgRAALFIXref}{77} \newcommand{\imgRAALSACref}{3} \newcommand{\imgRAALPSOref}{11} \newcommand{\imgRAALSPref}{9} \newcommand{\imgRAALFIXcod}{13} \newcommand{\imgRAALSACcod}{13} \newcommand{\imgRAALPSOcod}{6} \newcommand{\imgRAALSPcod}{68} % ### img % Comparison | MCLF | MCLFw/oP | Method | Fix | Sacc | PSO | SP % --- | --- | --- | --- | --- | --- | --- | --- % RA v AL | 22.8 | 6.4 | RA | 77 | 3 | 11 | 9 % -- | -- | -- | AL | 13 | 13 | 6 | 68 \newcommand{\dotsRAALMCLF}{22.8} \newcommand{\dotsRAALMclfWOP}{10.8} \newcommand{\dotsRAALFIXref}{28} \newcommand{\dotsRAALSACref}{4} \newcommand{\dotsRAALPSOref}{6} \newcommand{\dotsRAALSPref}{61} \newcommand{\dotsRAALFIXcod}{59} \newcommand{\dotsRAALSACcod}{7} \newcommand{\dotsRAALPSOcod}{2} \newcommand{\dotsRAALSPcod}{31} % ### dots % Comparison | MCLF | MCLFw/oP | Method | Fix | Sacc | PSO | SP % --- | --- | --- | --- | --- | --- | --- | --- % RA v AL | 22.8 | 10.8 | RA | 28 | 4 | 6 | 61 % -- | -- | -- | AL | 59 | 7 | 2 | 31 \newcommand{\videoRAALMCLF}{28.5} \newcommand{\videoRAALMclfWOP}{9.1} \newcommand{\videoRAALFIXref}{38} \newcommand{\videoRAALSACref}{3} \newcommand{\videoRAALPSOref}{5} \newcommand{\videoRAALSPref}{55} \newcommand{\videoRAALFIXcod}{53} \newcommand{\videoRAALSACcod}{6} \newcommand{\videoRAALPSOcod}{5} \newcommand{\videoRAALSPcod}{35} % ### video % Comparison | MCLF | MCLFw/oP | Method | Fix | Sacc | PSO | SP % --- | --- | --- | --- | --- | --- | --- | --- % RA v AL | 28.5 | 9.1 | RA | 38 | 3 | 5 | 55 % -- | -- | -- | AL | 53 | 6 | 5 | 35 \newcommand{\maxmclf}{10.8} \newcommand{\FIXimgmnMN}{248} \newcommand{\FIXimgmnRA}{242} \newcommand{\FIXimgmnCDT}{397} \newcommand{\FIXimgmnIDT}{399} \newcommand{\FIXimgmnIKF}{174} \newcommand{\FIXimgmnIMST}{304} \newcommand{\FIXimgmnIHMM}{133} \newcommand{\FIXimgmnIVT}{114} \newcommand{\FIXimgmnNH}{258} \newcommand{\FIXimgmnBIT}{209} \newcommand{\FIXimgmnRE}{187} \newcommand{\FIXimgsdMN}{271} \newcommand{\FIXimgsdRA}{273} \newcommand{\FIXimgsdCDT}{559} \newcommand{\FIXimgsdIDT}{328} \newcommand{\FIXimgsdIKF}{239} \newcommand{\FIXimgsdIMST}{293} \newcommand{\FIXimgsdIHMM}{216} \newcommand{\FIXimgsdIVT}{204} \newcommand{\FIXimgsdNH}{299} \newcommand{\FIXimgsdBIT}{136} \newcommand{\FIXimgsdRE}{132} \newcommand{\FIXimgnoMN}{380} \newcommand{\FIXimgnoRA}{369} \newcommand{\FIXimgnoCDT}{251} \newcommand{\FIXimgnoIDT}{242} \newcommand{\FIXimgnoIKF}{513} \newcommand{\FIXimgnoIMST}{333} \newcommand{\FIXimgnoIHMM}{701} \newcommand{\FIXimgnoIVT}{827} \newcommand{\FIXimgnoNH}{292} \newcommand{\FIXimgnoBIT}{423} \newcommand{\FIXimgnoRE}{426} \newcommand{\SACimgmnMN}{30} \newcommand{\SACimgmnRA}{31} \newcommand{\SACimgmnEM}{25} \newcommand{\SACimgmnIDT}{35} \newcommand{\SACimgmnIKF}{62} \newcommand{\SACimgmnIMST}{17} \newcommand{\SACimgmnIHMM}{48} \newcommand{\SACimgmnIVT}{41} \newcommand{\SACimgmnNH}{50} \newcommand{\SACimgmnLNS}{29} \newcommand{\SACimgmnRE}{39} \newcommand{\SACimgsdMN}{17} \newcommand{\SACimgsdRA}{15} \newcommand{\SACimgsdEM}{22} \newcommand{\SACimgsdIDT}{15} \newcommand{\SACimgsdIKF}{37} \newcommand{\SACimgsdIMST}{10} \newcommand{\SACimgsdIHMM}{26} \newcommand{\SACimgsdIVT}{22} \newcommand{\SACimgsdNH}{20} \newcommand{\SACimgsdLNS}{12} \newcommand{\SACimgsdRE}{20} \newcommand{\SACimgnoMN}{376} \newcommand{\SACimgnoRA}{372} \newcommand{\SACimgnoEM}{787} \newcommand{\SACimgnoIDT}{258} \newcommand{\SACimgnoIKF}{353} \newcommand{\SACimgnoIMST}{335} \newcommand{\SACimgnoIHMM}{368} \newcommand{\SACimgnoIVT}{373} \newcommand{\SACimgnoNH}{344} \newcommand{\SACimgnoLNS}{390} \newcommand{\SACimgnoRE}{388} \newcommand{\PSOimgmnMN}{21} \newcommand{\PSOimgmnRA}{21} \newcommand{\PSOimgmnNH}{28} \newcommand{\PSOimgmnLNS}{25} \newcommand{\PSOimgmnRE}{19} \newcommand{\PSOimgsdMN}{11} \newcommand{\PSOimgsdRA}{9} \newcommand{\PSOimgsdNH}{13} \newcommand{\PSOimgsdLNS}{9} \newcommand{\PSOimgsdRE}{8} \newcommand{\PSOimgnoMN}{312} \newcommand{\PSOimgnoRA}{309} \newcommand{\PSOimgnoNH}{237} \newcommand{\PSOimgnoLNS}{319} \newcommand{\PSOimgnoRE}{277} \newcommand{\PURimgmnMN}{363} \newcommand{\PURimgmnRA}{305}Computed velocity exceeds threshold. Inappropriate filter setup? [1713.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1415.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [5503.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3698.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1868.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1839.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3630.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [5426.7 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1295.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1858.4 > 1000.0 deg/s] \newcommand{\PURimgmnRE}{197} \newcommand{\PURimgsdMN}{187} \newcommand{\PURimgsdRA}{184} \newcommand{\PURimgsdRE}{73} \newcommand{\PURimgnoMN}{3} \newcommand{\PURimgnoRA}{16} \newcommand{\PURimgnoRE}{118} \newcommand{\rankFIXimgMN}{1} \newcommand{\rankFIXimgRA}{0} \newcommand{\rankFIXimgCDT}{10} \newcommand{\rankFIXimgIDT}{7} \newcommand{\rankFIXimgIKF}{5} \newcommand{\rankFIXimgIMST}{3} \newcommand{\rankFIXimgIHMM}{8} \newcommand{\rankFIXimgIVT}{9} \newcommand{\rankFIXimgNH}{2} \newcommand{\rankFIXimgBIT}{4} \newcommand{\rankFIXimgRE}{6} \newcommand{\rankSACimgMN}{0} \newcommand{\rankSACimgRA}{1} \newcommand{\rankSACimgEM}{9} \newcommand{\rankSACimgIDT}{3} \newcommand{\rankSACimgIKF}{10} \newcommand{\rankSACimgIMST}{6} \newcommand{\rankSACimgIHMM}{8} \newcommand{\rankSACimgIVT}{5} \newcommand{\rankSACimgNH}{7} \newcommand{\rankSACimgLNS}{2} \newcommand{\rankSACimgRE}{4} \newcommand{\rankPSOimgMN}{1} \newcommand{\rankPSOimgRA}{0} \newcommand{\rankPSOimgNH}{4} \newcommand{\rankPSOimgLNS}{2} \newcommand{\rankPSOimgRE}{3} \newcommand{\rankPURimgMN}{1} \newcommand{\rankPURimgRA}{0} \newcommand{\rankPURimgRE}{2} \newcommand{\FIXdotsmnMN}{161} \newcommand{\FIXdotsmnRA}{131} \newcommand{\FIXdotsmnCDT}{60} \newcommand{\FIXdotsmnIDT}{323} \newcommand{\FIXdotsmnIKF}{217} \newcommand{\FIXdotsmnIMST}{268} \newcommand{\FIXdotsmnIHMM}{214} \newcommand{\FIXdotsmnIVT}{203} \newcommand{\FIXdotsmnNH}{380} \newcommand{\FIXdotsmnBIT}{189} \newcommand{\FIXdotsmnRE}{116} \newcommand{\FIXdotssdMN}{30} \newcommand{\FIXdotssdRA}{99} \newcommand{\FIXdotssdCDT}{127} \newcommand{\FIXdotssdIDT}{146} \newcommand{\FIXdotssdIKF}{184} \newcommand{\FIXdotssdIMST}{140} \newcommand{\FIXdotssdIHMM}{286} \newcommand{\FIXdotssdIVT}{282} \newcommand{\FIXdotssdNH}{333} \newcommand{\FIXdotssdBIT}{113} \newcommand{\FIXdotssdRE}{65} \newcommand{\FIXdotsnoMN}{2} \newcommand{\FIXdotsnoRA}{13} \newcommand{\FIXdotsnoCDT}{165} \newcommand{\FIXdotsnoIDT}{8} \newcommand{\FIXdotsnoIKF}{72} \newcommand{\FIXdotsnoIMST}{12} \newcommand{\FIXdotsnoIHMM}{67} \newcommand{\FIXdotsnoIVT}{71} \newcommand{\FIXdotsnoNH}{30} \newcommand{\FIXdotsnoBIT}{67} \newcommand{\FIXdotsnoRE}{43} \newcommand{\SACdotsmnMN}{23} \newcommand{\SACdotsmnRA}{22} \newcommand{\SACdotsmnEM}{17} \newcommand{\SACdotsmnIDT}{32} \newcommand{\SACdotsmnIKF}{60} \newcommand{\SACdotsmnIMST}{13} \newcommand{\SACdotsmnIHMM}{41} \newcommand{\SACdotsmnIVT}{36} \newcommand{\SACdotsmnNH}{43} \newcommand{\SACdotsmnLNS}{26} \newcommand{\SACdotsmnRE}{30} \newcommand{\SACdotssdMN}{10} \newcommand{\SACdotssdRA}{11} \newcommand{\SACdotssdEM}{14} \newcommand{\SACdotssdIDT}{14} \newcommand{\SACdotssdIKF}{26} \newcommand{\SACdotssdIMST}{5} \newcommand{\SACdotssdIHMM}{17} \newcommand{\SACdotssdIVT}{14} \newcommand{\SACdotssdNH}{16} \newcommand{\SACdotssdLNS}{11} \newcommand{\SACdotssdRE}{13} \newcommand{\SACdotsnoMN}{47} \newcommand{\SACdotsnoRA}{47} \newcommand{\SACdotsnoEM}{93} \newcommand{\SACdotsnoIDT}{10} \newcommand{\SACdotsnoIKF}{29} \newcommand{\SACdotsnoIMST}{18} \newcommand{\SACdotsnoIHMM}{27} \newcommand{\SACdotsnoIVT}{28} \newcommand{\SACdotsnoNH}{42} \newcommand{\SACdotsnoLNS}{53} \newcommand{\SACdotsnoRE}{40} \newcommand{\PSOdotsmnMN}{15} \newcommand{\PSOdotsmnRA}{15} \newcommand{\PSOdotsmnNH}{24} \newcommand{\PSOdotsmnLNS}{20} \newcommand{\PSOdotsmnRE}{18} \newcommand{\PSOdotssdMN}{5} \newcommand{\PSOdotssdRA}{8} \newcommand{\PSOdotssdNH}{12} \newcommand{\PSOdotssdLNS}{9} \newcommand{\PSOdotssdRE}{8} \newcommand{\PSOdotsnoMN}{33} \newcommand{\PSOdotsnoRA}{28} \newcommand{\PSOdotsnoNH}{17} \newcommand{\PSOdotsnoLNS}{31} \newcommand{\PSOdotsnoRE}{14} \newcommand{\PURdotsmnMN}{375} \newcommand{\PURdotsmnRA}{378} \newcommand{\PURdotsmnRE}{440} \newcommand{\PURdotssdMN}{256} \newcommand{\PURdotssdRA}{364} \newcommand{\PURdotssdRE}{385} \newcommand{\PURdotsnoMN}{37} \newcommand{\PURdotsnoRA}{33} \newcommand{\PURdotsnoRE}{34} \newcommand{\rankFIXdotsMN}{1} \newcommand{\rankFIXdotsRA}{0} \newcommand{\rankFIXdotsCDT}{9} \newcommand{\rankFIXdotsIDT}{5} \newcommand{\rankFIXdotsIKF}{6} \newcommand{\rankFIXdotsIMST}{3} \newcommand{\rankFIXdotsIHMM}{8} \newcommand{\rankFIXdotsIVT}{7} \newcommand{\rankFIXdotsNH}{10} \newcommand{\rankFIXdotsBIT}{4} \newcommand{\rankFIXdotsRE}{2} \newcommand{\rankSACdotsMN}{0} \newcommand{\rankSACdotsRA}{1} \newcommand{\rankSACdotsEM}{8} \newcommand{\rankSACdotsIDT}{7} \newcommand{\rankSACdotsIKF}{10} \newcommand{\rankSACdotsIMST}{6} \newcommand{\rankSACdotsIHMM}{9} \newcommand{\rankSACdotsIVT}{4} \newcommand{\rankSACdotsNH}{5} \newcommand{\rankSACdotsLNS}{2} \newcommand{\rankSACdotsRE}{3} \newcommand{\rankPSOdotsMN}{0} \newcommand{\rankPSOdotsRA}{1} \newcommand{\rankPSOdotsNH}{4} \newcommand{\rankPSOdotsLNS}{2} \newcommand{\rankPSOdotsRE}{3} \newcommand{\rankPURdotsMN}{1} \newcommand{\rankPURdotsRA}{0} \newcommand{\rankPURdotsRE}{2} \newcommand{\FIXvideomnMN}{318} \newcommand{\FIXvideomnRA}{240} \newcommand{\FIXvideomnCDT}{213} \newcommand{\FIXvideomnIDT}{554} \newcommand{\FIXvideomnIKF}{228} \newcommand{\FIXvideomnIMST}{526} \newcommand{\FIXvideomnIHMM}{234} \newcommand{\FIXvideomnIVT}{202} \newcommand{\FIXvideomnNH}{429} \newcommand{\FIXvideomnBIT}{248} \newcommand{\FIXvideomnRE}{147} \newcommand{\FIXvideosdMN}{289} \newcommand{\FIXvideosdRA}{189} \newcommand{\FIXvideosdCDT}{297} \newcommand{\FIXvideosdIDT}{454} \newcommand{\FIXvideosdIKF}{296} \newcommand{\FIXvideosdIMST}{825} \newcommand{\FIXvideosdIHMM}{319} \newcommand{\FIXvideosdIVT}{306} \newcommand{\FIXvideosdNH}{336} \newcommand{\FIXvideosdBIT}{215} \newcommand{\FIXvideosdRE}{107} \newcommand{\FIXvideonoMN}{67} \newcommand{\FIXvideonoRA}{67} \newcommand{\FIXvideonoCDT}{211} \newcommand{\FIXvideonoIDT}{48} \newcommand{\FIXvideonoIKF}{169} \newcommand{\FIXvideonoIMST}{71} \newcommand{\FIXvideonoIHMM}{194} \newcommand{\FIXvideonoIVT}{227} \newcommand{\FIXvideonoNH}{83} \newcommand{\FIXvideonoBIT}{170} \newcommand{\FIXvideonoRE}{144} \newcommand{\SACvideomnMN}{26} \newcommand{\SACvideomnRA}{25} \newcommand{\SACvideomnEM}{20} \newcommand{\SACvideomnIDT}{24} \newcommand{\SACvideomnIKF}{55} \newcommand{\SACvideomnIMST}{18} \newcommand{\SACvideomnIHMM}{42} \newcommand{\SACvideomnIVT}{36} \newcommand{\SACvideomnNH}{44} \newcommand{\SACvideomnLNS}{28} \newcommand{\SACvideomnRE}{33} \newcommand{\SACvideosdMN}{13} \newcommand{\SACvideosdRA}{12} \newcommand{\SACvideosdEM}{16} \newcommand{\SACvideosdIDT}{53} \newcommand{\SACvideosdIKF}{20} \newcommand{\SACvideosdIMST}{10} \newcommand{\SACvideosdIHMM}{18} \newcommand{\SACvideosdIVT}{16} \newcommand{\SACvideosdNH}{18} \newcommand{\SACvideosdLNS}{12} \newcommand{\SACvideosdRE}{15} \newcommand{\SACvideonoMN}{116} \newcommand{\SACvideonoRA}{126} \newcommand{\SACvideonoEM}{252} \newcommand{\SACvideonoIDT}{41} \newcommand{\SACvideonoIKF}{107} \newcommand{\SACvideonoIMST}{76} \newcommand{\SACvideonoIHMM}{109} \newcommand{\SACvideonoIVT}{112} \newcommand{\SACvideonoNH}{1104} \newcommand{\SACvideonoLNS}{122} \newcommand{\SACvideonoRE}{118} \newcommand{\PSOvideomnMN}{20} \newcommand{\PSOvideomnRA}{17} \newcommand{\PSOvideomnNH}{28} \newcommand{\PSOvideomnLNS}{24} \newcommand{\PSOvideomnRE}{18} \newcommand{\PSOvideosdMN}{11} \newcommand{\PSOvideosdRA}{8} \newcommand{\PSOvideosdNH}{13} \newcommand{\PSOvideosdLNS}{10} \newcommand{\PSOvideosdRE}{8} \newcommand{\PSOvideonoMN}{97} \newcommand{\PSOvideonoRA}{89} \newcommand{\PSOvideonoNH}{78} \newcommand{\PSOvideonoLNS}{87} \newcommand{\PSOvideonoRE}{86} \newcommand{\PURvideomnMN}{521} \newcommand{\PURvideomnRA}{472} \newcommand{\PURvideomnRE}{314} \newcommand{\PURvideosdMN}{347} \newcommand{\PURvideosdRA}{319} \newcommand{\PURvideosdRE}{229} \newcommand{\PURvideonoMN}{50} \newcommand{\PURvideonoRA}{68} \newcommand{\PURvideonoRE}{97} \newcommand{\rankFIXvideoMN}{0} \newcommand{\rankFIXvideoRA}{1} \newcommand{\rankFIXvideoCDT}{7} \newcommand{\rankFIXvideoIDT}{8} \newcommand{\rankFIXvideoIKF}{4} \newcommand{\rankFIXvideoIMST}{10} \newcommand{\rankFIXvideoIHMM}{6} \newcommand{\rankFIXvideoIVT}{9} \newcommand{\rankFIXvideoNH}{2} \newcommand{\rankFIXvideoBIT}{3} \newcommand{\rankFIXvideoRE}{5} \newcommand{\rankSACvideoMN}{0} \newcommand{\rankSACvideoRA}{1} \newcommand{\rankSACvideoEM}{6} Computed velocity exceeds threshold. Inappropriate filter setup? [1062.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1193.1 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1128.2 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1125.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1163.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1006.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [6230.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [16408.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [10561.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [2981.2 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1600.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3034.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1152.1 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1258.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1240.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1042.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1130.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1259.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1275.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1045.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1165.3 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1144.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1085.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1179.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1015.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1062.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1193.1 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1128.2 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1125.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1163.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1006.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [6230.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [16408.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [10561.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [2981.2 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1600.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3034.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1152.1 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1258.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1240.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1042.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1130.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1259.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1275.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1045.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1165.3 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1144.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1085.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1179.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1015.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1062.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1193.1 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1128.2 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1125.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1163.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1006.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [6230.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [16408.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [10561.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [2981.2 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1600.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3034.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1152.1 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1258.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1240.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1042.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1130.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1259.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1275.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1045.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1165.3 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1144.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1085.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1179.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1015.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1713.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1415.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [5503.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3698.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1868.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1839.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3630.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [5426.7 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1295.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1858.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1713.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1415.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [5503.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3698.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1868.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1839.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3630.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [5426.7 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1295.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1858.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1713.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1415.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [5503.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3698.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1868.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1839.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3630.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [5426.7 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1295.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1858.4 > 1000.0 deg/s] \newcommand{\rankSACvideoIDT}{9} \newcommand{\rankSACvideoIKF}{8} \newcommand{\rankSACvideoIMST}{4} \newcommand{\rankSACvideoIHMM}{7} \newcommand{\rankSACvideoIVT}{5} \newcommand{\rankSACvideoNH}{10} \newcommand{\rankSACvideoLNS}{2} \newcommand{\rankSACvideoRE}{3} \newcommand{\rankPSOvideoMN}{1} \newcommand{\rankPSOvideoRA}{2} \newcommand{\rankPSOvideoNH}{4} \newcommand{\rankPSOvideoLNS}{3} \newcommand{\rankPSOvideoRE}{0} \newcommand{\rankPURvideoMN}{1} \newcommand{\rankPURvideoRA}{0} \newcommand{\rankPURvideoRE}{2} % # % # %INCONSISTENCY Found label length mismatch between coders for: TH34_img_vy_labelled_{}.mat % # % Truncate labels to shorter sample: 4988 \newcommand{\kappaRAMNimgFix}{0.84} \newcommand{\kappaALRAimgFix}{0.55} \newcommand{\kappaALMNimgFix}{0.52} % # % # %INCONSISTENCY Found label length mismatch between coders for: TH34_img_vy_labelled_{}.mat % # % Truncate labels to shorter sample: 4988 \newcommand{\kappaRAMNimgSac}{0.91} \newcommand{\kappaALRAimgSac}{0.78} \newcommand{\kappaALMNimgSac}{0.78} % # % # %INCONSISTENCY Found label length mismatch between coders for: TH34_img_vy_labelled_{}.mat % # % Truncate labels to shorter sample: 4988 \newcommand{\kappaRAMNimgPSO}{0.76} \newcommand{\kappaALRAimgPSO}{0.59} \newcommand{\kappaALMNimgPSO}{0.58} % # % # %INCONSISTENCY Found label length mismatch between coders for: UL27_trial17_labelled_{}.mat % # % Truncate labels to shorter sample: 454 \newcommand{\kappaRAMNdotsFix}{0.65} \newcommand{\kappaALRAdotsFix}{0.37} \newcommand{\kappaALMNdotsFix}{0.45} % # % # %INCONSISTENCY Found label length mismatch between coders for: UL27_trial17_labelled_{}.mat % # % Truncate labels to shorter sample: 454 \newcommand{\kappaRAMNdotsSac}{0.81} \newcommand{\kappaALRAdotsSac}{0.72} \newcommand{\kappaALMNdotsSac}{0.78} % # % # %INCONSISTENCY Found label length mismatch between coders for: UL27_trial17_labelled_{}.mat % # % Truncate labels to shorter sample: 454 \newcommand{\kappaRAMNdotsPSO}{0.62} \newcommand{\kappaALRAdotsPSO}{0.38} \newcommand{\kappaALMNdotsPSO}{0.41} % # % # %INCONSISTENCY Found label length mismatch between coders for: TH38_video_dolphin_fov_labelled_{}.mat % # % Truncate labels to shorter sample: 4044 % # % # %INCONSISTENCY Found label length mismatch between coders for: UL23_video_triple_jump_labelled_{}.mat % # % Truncate labels to shorter sample: 2821 % # % # %INCONSISTENCY Found label length mismatch between coders for: UL27_video_triple_jump_labelled_{}.mat % # % Truncate labels to shorter sample: 2822 \newcommand{\kappaRAMNvideoFix}{0.65} \newcommand{\kappaALRAvideoFix}{0.44} \newcommand{\kappaALMNvideoFix}{0.39} % # % # %INCONSISTENCY Found label length mismatch between coders for: TH38_video_dolphin_fov_labelled_{}.mat % # % Truncate labels to shorter sample: 4044 % # % # %INCONSISTENCY Found label length mismatch between coders for: UL23_video_triple_jump_labelled_{}.mat % # % Truncate labels to shorter sample: 2821 % # % # %INCONSISTENCY Found label length mismatch between coders for: UL27_video_triple_jump_labelled_{}.mat % # % Truncate labels to shorter sample: 2822 \newcommand{\kappaRAMNvideoSac}{0.87} \newcommand{\kappaALRAvideoSac}{0.76} \newcommand{\kappaALMNvideoSac}{0.79} % # % # %INCONSISTENCY Found label length mismatch between coders for: TH38_video_dolphin_fov_labelled_{}.mat % # % Truncate labels to shorter sample: 4044 % # % # %INCONSISTENCY Found label length mismatch between coders for: UL23_video_triple_jump_labelled_{}.mat % # % Truncate labels to shorter sample: 2821 % # % # %INCONSISTENCY Found label length mismatch between coders for: UL27_video_triple_jump_labelled_{}.mat % # % Truncate labels to shorter sample: 2822 \newcommand{\kappaRAMNvideoPSO}{0.65} \newcommand{\kappaALRAvideoPSO}{0.45} \newcommand{\kappaALMNvideoPSO}{0.51} code/mk_figuresnstats.py -f -r -m % # % # %INCONSISTENCY Found label length mismatch between coders (MN, RA) for: TH34_img_vy_labelled_{}.mat % # % Truncate labels to shorter sample: [4990, 4988] % # % # %INCONSISTENCY Found label length mismatch between coders (MN, RA) for: UL27_trial17_labelled_{}.mat % # % Truncate labels to shorter sample: [454, 455] % # % # %INCONSISTENCY Found label length mismatch between coders (MN, RA) for: TH38_video_dolphin_fov_labelled_{}.mat % # % Truncate labels to shorter sample: [4047, 4044] % # % # %INCONSISTENCY Found label length mismatch between coders (MN, RA) for: UL23_video_triple_jump_labelled_{}.mat % # % Truncate labels to shorter sample: [2823, 2821] % # % # %INCONSISTENCY Found label length mismatch between coders (MN, RA) for: UL27_video_triple_jump_labelled_{}.mat % # % Truncate labels to shorter sample: [2822, 2824] Computed velocity exceeds threshold. Inappropriate filter setup? [1062.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1193.1 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1128.2 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1125.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1163.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1006.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [6230.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [16408.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [10561.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [2981.2 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1600.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3034.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1152.1 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1258.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1240.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1042.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1130.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1259.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1275.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1045.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1165.3 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1144.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1085.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1179.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1015.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1713.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1415.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [5503.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3698.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1868.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1839.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3630.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [5426.7 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1295.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1858.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1062.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1193.1 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1128.2 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1125.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1163.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1006.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [6230.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [16408.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [10561.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [2981.2 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1600.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3034.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1152.1 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1258.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1240.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1042.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1130.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1259.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1275.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1045.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1165.3 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1144.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1085.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1179.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1015.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1713.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1415.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [5503.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3698.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1868.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1839.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3630.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [5426.7 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1295.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1858.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1062.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1193.1 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1128.2 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1125.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1163.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1006.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [6230.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [16408.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [10561.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [2981.2 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1600.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3034.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1152.1 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1258.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1240.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1042.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1130.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1259.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1275.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1045.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1165.3 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1144.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1085.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1179.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1015.6 > 1000.0 deg/s] \newcommand{\FIXimgmnMN}{248} \newcommand{\FIXimgmnRA}{242} \newcommand{\FIXimgmnCDT}{397} \newcommand{\FIXimgmnIDT}{399} \newcommand{\FIXimgmnIKF}{174} \newcommand{\FIXimgmnIMST}{304} \newcommand{\FIXimgmnIHMM}{133} \newcommand{\FIXimgmnIVT}{114} \newcommand{\FIXimgmnNH}{258} \newcommand{\FIXimgmnBIT}{209} \newcommand{\FIXimgmnRE}{187} \newcommand{\FIXimgsdMN}{271} \newcommand{\FIXimgsdRA}{273} \newcommand{\FIXimgsdCDT}{559} \newcommand{\FIXimgsdIDT}{328} \newcommand{\FIXimgsdIKF}{239} \newcommand{\FIXimgsdIMST}{293} \newcommand{\FIXimgsdIHMM}{216} \newcommand{\FIXimgsdIVT}{204} \newcommand{\FIXimgsdNH}{299} \newcommand{\FIXimgsdBIT}{136} \newcommand{\FIXimgsdRE}{132} \newcommand{\FIXimgnoMN}{380} \newcommand{\FIXimgnoRA}{369} \newcommand{\FIXimgnoCDT}{251} \newcommand{\FIXimgnoIDT}{242} \newcommand{\FIXimgnoIKF}{513} \newcommand{\FIXimgnoIMST}{333} \newcommand{\FIXimgnoIHMM}{701} \newcommand{\FIXimgnoIVT}{827} \newcommand{\FIXimgnoNH}{292} \newcommand{\FIXimgnoBIT}{423} \newcommand{\FIXimgnoRE}{426} \newcommand{\SACimgmnMN}{30} \newcommand{\SACimgmnRA}{31} \newcommand{\SACimgmnEM}{25} \newcommand{\SACimgmnIDT}{35} \newcommand{\SACimgmnIKF}{62} \newcommand{\SACimgmnIMST}{17} \newcommand{\SACimgmnIHMM}{48} \newcommand{\SACimgmnIVT}{41} \newcommand{\SACimgmnNH}{50} \newcommand{\SACimgmnLNS}{29} \newcommand{\SACimgmnRE}{39} \newcommand{\SACimgsdMN}{17} \newcommand{\SACimgsdRA}{15} \newcommand{\SACimgsdEM}{22} \newcommand{\SACimgsdIDT}{15} \newcommand{\SACimgsdIKF}{37} \newcommand{\SACimgsdIMST}{10} \newcommand{\SACimgsdIHMM}{26} \newcommand{\SACimgsdIVT}{22} \newcommand{\SACimgsdNH}{20} \newcommand{\SACimgsdLNS}{12} \newcommand{\SACimgsdRE}{20} \newcommand{\SACimgnoMN}{376} \newcommand{\SACimgnoRA}{372} \newcommand{\SACimgnoEM}{787} \newcommand{\SACimgnoIDT}{258} \newcommand{\SACimgnoIKF}{353} \newcommand{\SACimgnoIMST}{335} \newcommand{\SACimgnoIHMM}{368} \newcommand{\SACimgnoIVT}{373} \newcommand{\SACimgnoNH}{344} \newcommand{\SACimgnoLNS}{390} \newcommand{\SACimgnoRE}{388} \newcommand{\PSOimgmnMN}{21} \newcommand{\PSOimgmnRA}{21} \newcommand{\PSOimgmnNH}{28} \newcommand{\PSOimgmnLNS}{25} \newcommand{\PSOimgmnRE}{19} \newcommand{\PSOimgsdMN}{11} \newcommand{\PSOimgsdRA}{9} \newcommand{\PSOimgsdNH}{13} \newcommand{\PSOimgsdLNS}{9} \newcommand{\PSOimgsdRE}{8} \newcommand{\PSOimgnoMN}{312} \newcommand{\PSOimgnoRA}{309} \newcommand{\PSOimgnoNH}{237} \newcommand{\PSOimgnoLNS}{319} \newcommand{\PSOimgnoRE}{277} \newcommand{\PURimgmnMN}{363} \newcommand{\PURimgmnRA}{305} \newcommand{\PURimgmnRE}{197} \newcommand{\PURimgsdMN}{187} \newcommand{\PURimgsdRA}{184} \newcommand{\PURimgsdRE}{73} \newcommand{\PURimgnoMN}{3} \newcommand{\PURimgnoRA}{16} \newcommand{\PURimgnoRE}{118} \newcommand{\rankFIXimgMN}{1} \newcommand{\rankFIXimgRA}{0} \newcommand{\rankFIXimgCDT}{10} \newcommand{\rankFIXimgIDT}{7} \newcommand{\rankFIXimgIKF}{5} \newcommand{\rankFIXimgIMST}{3} \newcommand{\rankFIXimgIHMM}{8} \newcommand{\rankFIXimgIVT}{9} \newcommand{\rankFIXimgNH}{2} \newcommand{\rankFIXimgBIT}{4} \newcommand{\rankFIXimgRE}{6} \newcommand{\rankSACimgMN}{0} \newcommand{\rankSACimgRA}{1} \newcommand{\rankSACimgEM}{9} \newcommand{\rankSACimgIDT}{3} \newcommand{\rankSACimgIKF}{10} \newcommand{\rankSACimgIMST}{6} \newcommand{\rankSACimgIHMM}{8} \newcommand{\rankSACimgIVT}{5} \newcommand{\rankSACimgNH}{7} \newcommand{\rankSACimgLNS}{2} \newcommand{\rankSACimgRE}{4} \newcommand{\rankPSOimgMN}{1} \newcommand{\rankPSOimgRA}{0} \newcommand{\rankPSOimgNH}{4} \newcommand{\rankPSOimgLNS}{2} \newcommand{\rankPSOimgRE}{3} \newcommand{\rankPURimgMN}{1} \newcommand{\rankPURimgRA}{0} \newcommand{\rankPURimgRE}{2} \newcommand{\FIXdotsmnMN}{161} \newcommand{\FIXdotsmnRA}{131} \newcommand{\FIXdotsmnCDT}{60} \newcommand{\FIXdotsmnIDT}{323} \newcommand{\FIXdotsmnIKF}{217} \newcommand{\FIXdotsmnIMST}{268} \newcommand{\FIXdotsmnIHMM}{214} \newcommand{\FIXdotsmnIVT}{203} \newcommand{\FIXdotsmnNH}{380} \newcommand{\FIXdotsmnBIT}{189} \newcommand{\FIXdotsmnRE}{116} \newcommand{\FIXdotssdMN}{30} \newcommand{\FIXdotssdRA}{99} \newcommand{\FIXdotssdCDT}{127} \newcommand{\FIXdotssdIDT}{146} \newcommand{\FIXdotssdIKF}{184} \newcommand{\FIXdotssdIMST}{140} \newcommand{\FIXdotssdIHMM}{286} \newcommand{\FIXdotssdIVT}{282} \newcommand{\FIXdotssdNH}{333} \newcommand{\FIXdotssdBIT}{113} \newcommand{\FIXdotssdRE}{65} \newcommand{\FIXdotsnoMN}{2} \newcommand{\FIXdotsnoRA}{13} \newcommand{\FIXdotsnoCDT}{165} \newcommand{\FIXdotsnoIDT}{8} \newcommand{\FIXdotsnoIKF}{72} \newcommand{\FIXdotsnoIMST}{12} \newcommand{\FIXdotsnoIHMM}{67} \newcommand{\FIXdotsnoIVT}{71} \newcommand{\FIXdotsnoNH}{30} \newcommand{\FIXdotsnoBIT}{67} \newcommand{\FIXdotsnoRE}{43} \newcommand{\SACdotsmnMN}{23} \newcommand{\SACdotsmnRA}{22} \newcommand{\SACdotsmnEM}{17} \newcommand{\SACdotsmnIDT}{32} \newcommand{\SACdotsmnIKF}{60} \newcommand{\SACdotsmnIMST}{13} \newcommand{\SACdotsmnIHMM}{41} \newcommand{\SACdotsmnIVT}{36} \newcommand{\SACdotsmnNH}{43} \newcommand{\SACdotsmnLNS}{26} \newcommand{\SACdotsmnRE}{30} \newcommand{\SACdotssdMN}{10} \newcommand{\SACdotssdRA}{11} \newcommand{\SACdotssdEM}{14} \newcommand{\SACdotssdIDT}{14} \newcommand{\SACdotssdIKF}{26} \newcommand{\SACdotssdIMST}{5} \newcommand{\SACdotssdIHMM}{17} \newcommand{\SACdotssdIVT}{14} \newcommand{\SACdotssdNH}{16} \newcommand{\SACdotssdLNS}{11} \newcommand{\SACdotssdRE}{13} \newcommand{\SACdotsnoMN}{47} \newcommand{\SACdotsnoRA}{47} \newcommand{\SACdotsnoEM}{93} \newcommand{\SACdotsnoIDT}{10} \newcommand{\SACdotsnoIKF}{29} \newcommand{\SACdotsnoIMST}{18} \newcommand{\SACdotsnoIHMM}{27} \newcommand{\SACdotsnoIVT}{28} \newcommand{\SACdotsnoNH}{42} \newcommand{\SACdotsnoLNS}{53} \newcommand{\SACdotsnoRE}{40} \newcommand{\PSOdotsmnMN}{15} \newcommand{\PSOdotsmnRA}{15} \newcommand{\PSOdotsmnNH}{24} \newcommand{\PSOdotsmnLNS}{20} \newcommand{\PSOdotsmnRE}{18} \newcommand{\PSOdotssdMN}{5} \newcommand{\PSOdotssdRA}{8} \newcommand{\PSOdotssdNH}{12} \newcommand{\PSOdotssdLNS}{9} \newcommand{\PSOdotssdRE}{8} \newcommand{\PSOdotsnoMN}{33} \newcommand{\PSOdotsnoRA}{28} \newcommand{\PSOdotsnoNH}{17} \newcommand{\PSOdotsnoLNS}{31} \newcommand{\PSOdotsnoRE}{14} \newcommand{\PURdotsmnMN}{375} \newcommand{\PURdotsmnRA}{378} \newcommand{\PURdotsmnRE}{440} \newcommand{\PURdotssdMN}{256} \newcommand{\PURdotssdRA}{364} \newcommand{\PURdotssdRE}{385} \newcommand{\PURdotsnoMN}{37} \newcommand{\PURdotsnoRA}{33} \newcommand{\PURdotsnoRE}{34} \newcommand{\rankFIXdotsMN}{1} \newcommand{\rankFIXdotsRA}{0} \newcommand{\rankFIXdotsCDT}{9} \newcommand{\rankFIXdotsIDT}{5} \newcommand{\rankFIXdotsIKF}{6} \newcommand{\rankFIXdotsIMST}{3} \newcommand{\rankFIXdotsIHMM}{8} \newcommand{\rankFIXdotsIVT}{7} \newcommand{\rankFIXdotsNH}{10} \newcommand{\rankFIXdotsBIT}{4} \newcommand{\rankFIXdotsRE}{2} \newcommand{\rankSACdotsMN}{0} \newcommand{\rankSACdotsRA}{1} \newcommand{\rankSACdotsEM}{8} \newcommand{\rankSACdotsIDT}{7} \newcommand{\rankSACdotsIKF}{10} \newcommand{\rankSACdotsIMST}{6} \newcommand{\rankSACdotsIHMM}{9} \newcommand{\rankSACdotsIVT}{4} \newcommand{\rankSACdotsNH}{5} \newcommand{\rankSACdotsLNS}{2} \newcommand{\rankSACdotsRE}{3} \newcommand{\rankPSOdotsMN}{0} \newcommand{\rankPSOdotsRA}{1} \newcommand{\rankPSOdotsNH}{4} \newcommand{\rankPSOdotsLNS}{2} \newcommand{\rankPSOdotsRE}{3} \newcommand{\rankPURdotsMN}{1} \newcommand{\rankPURdotsRA}{0} \newcommand{\rankPURdotsRE}{2} Computed velocity exceeds threshold. Inappropriate filter setup? [1713.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1415.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [5503.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3698.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1868.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1839.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3630.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [5426.7 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1295.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1858.4 > 1000.0 deg/s] \newcommand{\FIXvideomnMN}{318} \newcommand{\FIXvideomnRA}{240} \newcommand{\FIXvideomnCDT}{213} \newcommand{\FIXvideomnIDT}{554} \newcommand{\FIXvideomnIKF}{228} \newcommand{\FIXvideomnIMST}{526} \newcommand{\FIXvideomnIHMM}{234} \newcommand{\FIXvideomnIVT}{202} \newcommand{\FIXvideomnNH}{429} \newcommand{\FIXvideomnBIT}{248} \newcommand{\FIXvideomnRE}{147} \newcommand{\FIXvideosdMN}{289} \newcommand{\FIXvideosdRA}{189} \newcommand{\FIXvideosdCDT}{297} \newcommand{\FIXvideosdIDT}{454} \newcommand{\FIXvideosdIKF}{296} \newcommand{\FIXvideosdIMST}{825} \newcommand{\FIXvideosdIHMM}{319} \newcommand{\FIXvideosdIVT}{306} \newcommand{\FIXvideosdNH}{336} \newcommand{\FIXvideosdBIT}{215} \newcommand{\FIXvideosdRE}{107} \newcommand{\FIXvideonoMN}{67} \newcommand{\FIXvideonoRA}{67} \newcommand{\FIXvideonoCDT}{211} \newcommand{\FIXvideonoIDT}{48} \newcommand{\FIXvideonoIKF}{169} \newcommand{\FIXvideonoIMST}{71} \newcommand{\FIXvideonoIHMM}{194} \newcommand{\FIXvideonoIVT}{227} \newcommand{\FIXvideonoNH}{83} \newcommand{\FIXvideonoBIT}{170} \newcommand{\FIXvideonoRE}{144} \newcommand{\SACvideomnMN}{26} \newcommand{\SACvideomnRA}{25} \newcommand{\SACvideomnEM}{20} \newcommand{\SACvideomnIDT}{24} \newcommand{\SACvideomnIKF}{55} \newcommand{\SACvideomnIMST}{18} \newcommand{\SACvideomnIHMM}{42} \newcommand{\SACvideomnIVT}{36} \newcommand{\SACvideomnNH}{44} \newcommand{\SACvideomnLNS}{28} \newcommand{\SACvideomnRE}{33} \newcommand{\SACvideosdMN}{13} \newcommand{\SACvideosdRA}{12} \newcommand{\SACvideosdEM}{16} \newcommand{\SACvideosdIDT}{53} \newcommand{\SACvideosdIKF}{20} \newcommand{\SACvideosdIMST}{10} \newcommand{\SACvideosdIHMM}{18} \newcommand{\SACvideosdIVT}{16} \newcommand{\SACvideosdNH}{18} \newcommand{\SACvideosdLNS}{12} \newcommand{\SACvideosdRE}{15} \newcommand{\SACvideonoMN}{116} \newcommand{\SACvideonoRA}{126} \newcommand{\SACvideonoEM}{252} \newcommand{\SACvideonoIDT}{41} \newcommand{\SACvideonoIKF}{107} \newcommand{\SACvideonoIMST}{76} \newcommand{\SACvideonoIHMM}{109} \newcommand{\SACvideonoIVT}{112} \newcommand{\SACvideonoNH}{1104} \newcommand{\SACvideonoLNS}{122} \newcommand{\SACvideonoRE}{118} \newcommand{\PSOvideomnMN}{20} \newcommand{\PSOvideomnRA}{17} \newcommand{\PSOvideomnNH}{28} \newcommand{\PSOvideomnLNS}{24} \newcommand{\PSOvideomnRE}{18} \newcommand{\PSOvideosdMN}{11} \newcommand{\PSOvideosdRA}{8} \newcommand{\PSOvideosdNH}{13} \newcommand{\PSOvideosdLNS}{10} \newcommand{\PSOvideosdRE}{8} \newcommand{\PSOvideonoMN}{97} \newcommand{\PSOvideonoRA}{89} \newcommand{\PSOvideonoNH}{78} \newcommand{\PSOvideonoLNS}{87} \newcommand{\PSOvideonoRE}{86} \newcommand{\PURvideomnMN}{521} \newcommand{\PURvideomnRA}{472} \newcommand{\PURvideomnRE}{314} \newcommand{\PURvideosdMN}{347} \newcommand{\PURvideosdRA}{319} \newcommand{\PURvideosdRE}{229} \newcommand{\PURvideonoMN}{50} \newcommand{\PURvideonoRA}{68} \newcommand{\PURvideonoRE}{97} \newcommand{\rankFIXvideoMN}{0} \newcommand{\rankFIXvideoRA}{1} \newcommand{\rankFIXvideoCDT}{7} \newcommand{\rankFIXvideoIDT}{8} \newcommand{\rankFIXvideoIKF}{4} \newcommand{\rankFIXvideoIMST}{10} \newcommand{\rankFIXvideoIHMM}{6} \newcommand{\rankFIXvideoIVT}{9} \newcommand{\rankFIXvideoNH}{2} \newcommand{\rankFIXvideoBIT}{3} \newcommand{\rankFIXvideoRE}{5} \newcommand{\rankSACvideoMN}{0} \newcommand{\rankSACvideoRA}{1} \newcommand{\rankSACvideoEM}{6} \newcommand{\rankSACvideoIDT}{9} \newcommand{\rankSACvideoIKF}{8} \newcommand{\rankSACvideoIMST}{4} \newcommand{\rankSACvideoIHMM}{7} \newcommand{\rankSACvideoIVT}{5} \newcommand{\rankSACvideoNH}{10} \newcommand{\rankSACvideoLNS}{2} \newcommand{\rankSACvideoRE}{3} \newcommand{\rankPSOvideoMN}{1} \newcommand{\rankPSOvideoRA}{2} \newcommand{\rankPSOvideoNH}{4} \newcommand{\rankPSOvideoLNS}{3} \newcommand{\rankPSOvideoRE}{0} \newcommand{\rankPURvideoMN}{1} \newcommand{\rankPURvideoRA}{0} \newcommand{\rankPURvideoRE}{2} % # % # %INCONSISTENCY Found label length mismatch between coders for: TH34_img_vy_labelled_{}.mat % # % Truncate labels to shorter sample: 4988 Computed velocity exceeds threshold. Inappropriate filter setup? [1062.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1193.1 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1128.2 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1125.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1163.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1006.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [6230.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [16408.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [10561.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [2981.2 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1600.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3034.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1152.1 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1258.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1240.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1042.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1130.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1259.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1275.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1045.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1165.3 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1144.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1085.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1179.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1015.6 > 1000.0 deg/s] \newcommand{\kappaRAMNimgFix}{0.84} \newcommand{\kappaALRAimgFix}{0.55} \newcommand{\kappaALMNimgFix}{0.52} % # % # %INCONSISTENCY Found label length mismatch between coders for: TH34_img_vy_labelled_{}.mat % # % Truncate labels to shorter sample: 4988 Computed velocity exceeds threshold. Inappropriate filter setup? [1062.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1193.1 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1128.2 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1125.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1163.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1006.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [6230.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [16408.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [10561.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [2981.2 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1600.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3034.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1152.1 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1258.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1240.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1042.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1130.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1259.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1275.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1045.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1165.3 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1144.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1085.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1179.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1015.6 > 1000.0 deg/s] \newcommand{\kappaRAMNimgSac}{0.91} \newcommand{\kappaALRAimgSac}{0.78} \newcommand{\kappaALMNimgSac}{0.78} % # % # %INCONSISTENCY Found label length mismatch between coders for: TH34_img_vy_labelled_{}.mat % # % Truncate labels to shorter sample: 4988 Computed velocity exceeds threshold. Inappropriate filter setup? [1062.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1193.1 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1128.2 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1125.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1163.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1006.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [6230.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [16408.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [10561.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [2981.2 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1600.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3034.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1152.1 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1258.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1240.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1042.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1130.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1259.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1275.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1045.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1165.3 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1144.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1085.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1179.0 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1015.6 > 1000.0 deg/s] \newcommand{\kappaRAMNimgPSO}{0.76} \newcommand{\kappaALRAimgPSO}{0.59} \newcommand{\kappaALMNimgPSO}{0.58} % # % # %INCONSISTENCY Found label length mismatch between coders for: UL27_trial17_labelled_{}.mat % # % Truncate labels to shorter sample: 454 \newcommand{\kappaRAMNdotsFix}{0.65} \newcommand{\kappaALRAdotsFix}{0.37} \newcommand{\kappaALMNdotsFix}{0.45} % # % # %INCONSISTENCY Found label length mismatch between coders for: UL27_trial17_labelled_{}.mat % # % Truncate labels to shorter sample: 454 \newcommand{\kappaRAMNdotsSac}{0.81} \newcommand{\kappaALRAdotsSac}{0.72} \newcommand{\kappaALMNdotsSac}{0.78} % # % # %INCONSISTENCY Found label length mismatch between coders for: UL27_trial17_labelled_{}.mat % # % Truncate labels to shorter sample: 454 \newcommand{\kappaRAMNdotsPSO}{0.62} \newcommand{\kappaALRAdotsPSO}{0.38} \newcommand{\kappaALMNdotsPSO}{0.41} % # % # %INCONSISTENCY Found label length mismatch between coders for: TH38_video_dolphin_fov_labelled_{}.mat % # % Truncate labels to shorter sample: 4044 % # % # %INCONSISTENCY Found label length mismatch between coders for: UL23_video_triple_jump_labelled_{}.mat % # % Truncate labels to shorter sample: 2821 % # % # %INCONSISTENCY Found label length mismatch between coders for: UL27_video_triple_jump_labelled_{}.mat % # % Truncate labels to shorter sample: 2822 Computed velocity exceeds threshold. Inappropriate filter setup? [1713.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1415.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [5503.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3698.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1868.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1839.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3630.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [5426.7 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1295.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1858.4 > 1000.0 deg/s] \newcommand{\kappaRAMNvideoFix}{0.65} \newcommand{\kappaALRAvideoFix}{0.44} \newcommand{\kappaALMNvideoFix}{0.39} % # % # %INCONSISTENCY Found label length mismatch between coders for: TH38_video_dolphin_fov_labelled_{}.mat % # % Truncate labels to shorter sample: 4044 % # % # %INCONSISTENCY Found label length mismatch between coders for: UL23_video_triple_jump_labelled_{}.mat % # % Truncate labels to shorter sample: 2821 % # % # %INCONSISTENCY Found label length mismatch between coders for: UL27_video_triple_jump_labelled_{}.mat % # % Truncate labels to shorter sample: 2822 Computed velocity exceeds threshold. Inappropriate filter setup? [1713.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1415.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [5503.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3698.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1868.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1839.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3630.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [5426.7 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1295.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1858.4 > 1000.0 deg/s] \newcommand{\kappaRAMNvideoSac}{0.87} \newcommand{\kappaALRAvideoSac}{0.76} \newcommand{\kappaALMNvideoSac}{0.79} % # % # %INCONSISTENCY Found label length mismatch between coders for: TH38_video_dolphin_fov_labelled_{}.mat % # % Truncate labels to shorter sample: 4044 % # % # %INCONSISTENCY Found label length mismatch between coders for: UL23_video_triple_jump_labelled_{}.mat % # % Truncate labels to shorter sample: 2821 % # % # %INCONSISTENCY Found label length mismatch between coders for: UL27_video_triple_jump_labelled_{}.mat % # % Truncate labels to shorter sample: 2822 Computed velocity exceeds threshold. Inappropriate filter setup? [1713.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1415.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [5503.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3698.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1868.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1839.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [3630.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [5426.7 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1295.9 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1858.4 > 1000.0 deg/s] \newcommand{\kappaRAMNvideoPSO}{0.65} \newcommand{\kappaALRAvideoPSO}{0.45} \newcommand{\kappaALMNvideoPSO}{0.51} RANDOM SEED: 61416628 Computed velocity exceeds threshold. Inappropriate filter setup? [1039.1 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1043.7 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1135.6 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1000.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1001.4 > 1000.0 deg/s] /home/adina/env/remodnav/lib/python3.7/site-packages/remodnav/tests/utils.py:124: UserWarning: Attempted to set non-positive bottom ylim on a log-scaled axis. Invalid limit will be ignored. ax2.set_ylim(vel_lim) Computed velocity exceeds threshold. Inappropriate filter setup? [1148.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1246.1 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1254.4 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1175.7 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1042.8 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1232.5 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1374.1 > 1000.0 deg/s] Computed velocity exceeds threshold. Inappropriate filter setup? [1109.4 > 1000.0 deg/s] /home/adina/env/remodnav/lib/python3.7/site-packages/remodnav/tests/utils.py:124: UserWarning: Attempted to set non-positive bottom ylim on a log-scaled axis. Invalid limit will be ignored. ax2.set_ylim(vel_lim) make -C img make[1]: Entering directory '/home/adina/paper-remodnav/img' Rendering hist_PSO_lab.pdf Rendering remodnav_algorithm.pdf Rendering velhist.pdf Rendering rawtrace_mri.pdf Rendering hist_saccade_lab.pdf Rendering rawtrace_lab.pdf Rendering hist_saccade_mri.pdf Rendering pseudocode.pdf Rendering chunking.pdf Rendering confusion_MN_RA.pdf Rendering hist_PSO_mri.pdf Rendering confusion_MN_AL.pdf Rendering vel_est_2.pdf Rendering mainseq_lab.pdf Rendering vel_est_1.pdf Rendering flowchart_2.pdf Rendering remodnav_mri.pdf Rendering hist_pursuit_mri.pdf Rendering mainseq_sub_mri.pdf Rendering hist_fixation_lab.pdf Rendering preproc.pdf Rendering butterworth_filter.pdf Rendering remodnav_lab.pdf Rendering hist_pursuit_lab.pdf Rendering mainseq_sub_lab.pdf Rendering preproc_new.pdf Rendering hist_fixation_mri.pdf Rendering confusion_RA_AL.pdf Rendering flowchart.pdf Rendering mainseq_mri.pdf echo ./hist_PSO_lab.pdf ./remodnav_algorithm.pdf ./velhist.pdf ./rawtrace_mri.pdf ./hist_saccade_lab.pdf ./rawtrace_lab.pdf ./hist_saccade_mri.pdf ./pseudocode.pdf ./chunking.pdf ./confusion_MN_RA.pdf ./hist_PSO_mri.pdf ./confusion_MN_AL.pdf ./vel_est_2.pdf ./mainseq_lab.pdf ./vel_est_1.pdf ./flowchart_2.pdf ./remodnav_mri.pdf ./hist_pursuit_mri.pdf ./mainseq_sub_mri.pdf ./hist_fixation_lab.pdf ./preproc.pdf ./butterworth_filter.pdf ./remodnav_lab.pdf ./hist_pursuit_lab.pdf ./mainseq_sub_lab.pdf ./preproc_new.pdf ./hist_fixation_mri.pdf ./confusion_RA_AL.pdf ./flowchart.pdf ./mainseq_mri.pdf ./hist_PSO_lab.pdf ./remodnav_algorithm.pdf ./velhist.pdf ./rawtrace_mri.pdf ./hist_saccade_lab.pdf ./rawtrace_lab.pdf ./hist_saccade_mri.pdf ./pseudocode.pdf ./chunking.pdf ./confusion_MN_RA.pdf ./hist_PSO_mri.pdf ./confusion_MN_AL.pdf ./vel_est_2.pdf ./mainseq_lab.pdf ./vel_est_1.pdf ./flowchart_2.pdf ./remodnav_mri.pdf ./hist_pursuit_mri.pdf ./mainseq_sub_mri.pdf ./hist_fixation_lab.pdf ./preproc.pdf ./butterworth_filter.pdf ./remodnav_lab.pdf ./hist_pursuit_lab.pdf ./mainseq_sub_lab.pdf ./preproc_new.pdf ./hist_fixation_mri.pdf ./confusion_RA_AL.pdf ./flowchart.pdf ./mainseq_mri.pdf make[1]: Leaving directory '/home/adina/paper-remodnav/img' touch figures-stamp latexmk -pdf -g main.tex Latexmk: This is Latexmk, John Collins, 25 October 2018, version: 4.61. 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Rule 'bibtex main': File changes, etc: Changed files, or newly in use since previous run(s): 'main.aux' Non-existent destination files: 'main.bbl' ------------ Run number 1 of rule 'bibtex main' ------------ For rule 'bibtex main', running '&run_bibtex( )' ... ------------ Running 'bibtex "main"' ------------ This is BibTeX, Version 0.99d (TeX Live 2019/dev/Debian) The top-level auxiliary file: main.aux The style file: spbasic.bst Database file #1: references.bib Warning--entry type for "Sch2017" isn't style-file defined --line 84 of file references.bib (There was 1 warning) Latexmk: applying rule 'pdflatex'... 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Overfull \hbox (4.0209pt too wide) in paragraph at lines 1340--1344 []\OT1/cmr/m/n/8.5 This work is based on an ear-lier Python (./main.bbl Underfull \hbox (badness 1092) in paragraph at lines 25--28 []\OT1/cmr/m/n/10 Bahill AT, Clark MR, Stark L (1975) The main Underfull \hbox (badness 10000) in paragraph at lines 25--28 \OT1/cmr/m/n/10 URL $\OT1/cmtt/m/n/10 https : / / doi . org / 10 . 1016 / 0025- []5564(75 ) Underfull \hbox (badness 10000) in paragraph at lines 100--102 []\OT1/cmr/m/n/10 Hanke M, Dar AH, Wag-ner A (2019) Underfull \hbox (badness 1762) in paragraph at lines 100--102 \OT1/cmr/m/n/10 psychoinformatics-de/remodnav: Sub-mis-sion time. 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Vi-sion Re-search 128:6 -- 18, DOI Underfull \hbox (badness 10000) in paragraph at lines 140--145 \OT1/cmr/m/n/10 https : / / doi . org / 10 . 1016 / j . visres . 2016 . 09 . 00 2$, Underfull \hbox (badness 10000) in paragraph at lines 140--145 \OT1/cmr/m/n/10 URL $\OT1/cmtt/m/n/10 http : / / www . sciencedirect . com / sc ience / Underfull \hbox (badness 1158) in paragraph at lines 172--176 \OT1/cmr/m/n/10 mated anal-y-ses of ocu-lo-mo-tor fix-a-tion and sac- Underfull \vbox (badness 10000) has occurred while \output is active Underfull \hbox (badness 1960) in paragraph at lines 249--252 \OT1/cmr/m/n/10 cades, and smooth pur-suits. Be-hav-ior Re-search Underfull \vbox (badness 10000) has occurred while \output is active [16] Underfull \hbox (badness 2970) in paragraph at lines 254--258 []\OT1/cmr/m/n/10 Tagliazucchi E, Laufs H (2014) De-cod-ing wake- Underfull \hbox (badness 10000) in paragraph at lines 254--258 \OT1/cmr/m/n/10 ful-ness lev-els from typ-i-cal fmri resting-state Underfull \hbox (badness 10000) in paragraph at lines 254--258 \OT1/cmr/m/n/10 data re-veals re-li-able drifts be-tween wake-ful- Underfull \hbox (badness 1137) in paragraph at lines 254--258 \OT1/cmr/m/n/10 ness and sleep. Neu-ron 82(3):695 -- 708, DOI Underfull \hbox (badness 10000) in paragraph at lines 254--258 \OT1/cmr/m/n/10 https : / / doi . org / 10 . 1016 / j . neuron . 2014 . 03 . 02 0$, Underfull \hbox (badness 10000) in paragraph at lines 254--258 \OT1/cmr/m/n/10 URL $\OT1/cmtt/m/n/10 http : / / www . sciencedirect . com / sc ience / Underfull \hbox (badness 2512) in paragraph at lines 273--276 []\OT1/cmr/m/n/10 Zemblys R, Niehorster DC, Holmqvist K (2018) ) [17] Package natbib Warning: There were undefined citations. (./main.aux Package natbib Warning: Citation(s) may have changed. (natbib) Rerun to get citations correct. ) LaTeX Font Warning: Size substitutions with differences (Font) up to 0.5pt have occurred. ) (see the transcript file for additional information){/usr/share/texmf/fonts/enc /dvips/cm-super/cm-super-ts1.enc} Output written on main.pdf (17 pages, 2159405 bytes). Transcript written on main.log. === TeX engine is 'pdfTeX' Latexmk: Found input bbl file 'main.bbl' Latexmk: References changed. 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(2017) dataset (Fig-ure 2, and Ta-ble 4, right columns), Overfull \hbox (0.92558pt too wide) in paragraph at lines 1016--1021 \OT1/cmr/m/n/10 from dy-namic stim-u-la-tion in pro-longed ($ []15$min) record- Overfull \hbox (2.5367pt too wide) in paragraph at lines 1022--1032 \OT1/cmr/m/n/10 ($\OMS/cmsy/m/n/10 ^^Y$\OT1/cmr/m/n/10 2h) movie in a lab-o-ra- tory set-ting (Hanke et al., 2016). 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Underfull \hbox (badness 2617) in paragraph at lines 140--145 []\OT1/cmr/m/n/10 Hooge I, Holmqvist K, Nystr^^?om M (2016) The Underfull \hbox (badness 1448) in paragraph at lines 140--145 \OT1/cmr/m/n/10 pupil is faster than the corneal re-flec-tion (cr): Underfull \hbox (badness 10000) in paragraph at lines 140--145 \OT1/cmr/m/n/10 Are video based pupil-cr eye track-ers suit- Underfull \hbox (badness 10000) in paragraph at lines 140--145 \OT1/cmr/m/n/10 able for study-ing de-tailed dy-nam-ics of eye Underfull \hbox (badness 1173) in paragraph at lines 140--145 \OT1/cmr/m/n/10 move-ments? Vi-sion Re-search 128:6 -- 18, DOI Underfull \hbox (badness 10000) in paragraph at lines 140--145 \OT1/cmr/m/n/10 https : / / doi . org / 10 . 1016 / j . visres . 2016 . 09 . 00 2$, Underfull \hbox (badness 10000) in paragraph at lines 140--145 \OT1/cmr/m/n/10 URL $\OT1/cmtt/m/n/10 http : / / www . sciencedirect . com / sc ience / Underfull \vbox (badness 10000) has occurred while \output is active Underfull \hbox (badness 1158) in paragraph at lines 172--176 \OT1/cmr/m/n/10 mated anal-y-ses of ocu-lo-mo-tor fix-a-tion and sac- Underfull \vbox (badness 10000) has occurred while \output is active [16] Underfull \hbox (badness 1960) in paragraph at lines 249--252 \OT1/cmr/m/n/10 cades, and smooth pur-suits. Be-hav-ior Re-search Underfull \hbox (badness 2970) in paragraph at lines 254--258 []\OT1/cmr/m/n/10 Tagliazucchi E, Laufs H (2014) De-cod-ing wake- Underfull \hbox (badness 10000) in paragraph at lines 254--258 \OT1/cmr/m/n/10 ful-ness lev-els from typ-i-cal fmri resting-state Underfull \hbox (badness 10000) in paragraph at lines 254--258 \OT1/cmr/m/n/10 data re-veals re-li-able drifts be-tween wake-ful- Underfull \hbox (badness 1137) in paragraph at lines 254--258 \OT1/cmr/m/n/10 ness and sleep. Neu-ron 82(3):695 -- 708, DOI Underfull \hbox (badness 10000) in paragraph at lines 254--258 \OT1/cmr/m/n/10 https : / / doi . org / 10 . 1016 / j . neuron . 2014 . 03 . 02 0$, Underfull \hbox (badness 10000) in paragraph at lines 254--258 \OT1/cmr/m/n/10 URL $\OT1/cmtt/m/n/10 http : / / www . sciencedirect . com / sc ience / Underfull \vbox (badness 10000) has occurred while \output is active Underfull \hbox (badness 2512) in paragraph at lines 273--276 []\OT1/cmr/m/n/10 Zemblys R, Niehorster DC, Holmqvist K (2018) ) [17] (./main.aux) LaTeX Font Warning: Size substitutions with differences (Font) up to 0.5pt have occurred. LaTeX Warning: Label(s) may have changed. Rerun to get cross-references right. ) (see the transcript file for additional information){/usr/share/texmf/fonts/enc /dvips/cm-super/cm-super-ts1.enc} Output written on main.pdf (17 pages, 2159700 bytes). 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Neu-ron 82(3):695 -- 708, DOI Underfull \hbox (badness 10000) in paragraph at lines 254--258 \OT1/cmr/m/n/10 https : / / doi . org / 10 . 1016 / j . neuron . 2014 . 03 . 02 0$, Underfull \hbox (badness 10000) in paragraph at lines 254--258 \OT1/cmr/m/n/10 URL $\OT1/cmtt/m/n/10 http : / / www . sciencedirect . com / sc ience / Underfull \vbox (badness 10000) has occurred while \output is active Underfull \hbox (badness 2512) in paragraph at lines 273--276 []\OT1/cmr/m/n/10 Zemblys R, Niehorster DC, Holmqvist K (2018) ) [17] (./main.aux) LaTeX Font Warning: Size substitutions with differences (Font) up to 0.5pt have occurred. ) (see the transcript file for additional information){/usr/share/texmf/fonts/enc /dvips/cm-super/cm-super-ts1.enc} Output written on main.pdf (17 pages, 2159700 bytes). 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[adswa]

I just noticed that you would manually need to retrieve all the files in data/raw_eyegaze - no previous function did this. If you don't mind, please add a datalad get into the function and push it here, just to make the life of any other person who wants to recompute this easier. thx.

[AsimHDar]

With the last push, it works well (it didn't go all the way because I didn't have Inkscape installed, but broke right at the end). Looks good, the output is pretty much the same:

\newcommand{\RMSlab}{0.05849002328619966}
\newcommand{\RMSmri}{0.06121409026190385}

[adswa]

Thank you! Could you sanity check my code, please? Do you think it does what R2 suggested? thx!

[AsimHDar]

On it, will update you soon

[AsimHDar]

Yeah I think it checkouts out with the description, plus nicely commented.

[adswa]

Cool, thanks. In this case, I think, this is ready to go. @mih, whenever you have time, take a look at the letter to the editor and see whether you think its sufficient - thx :)