rhiever sklearn-benchmarks issues

rhiever / sklearn-benchmarks

A centralized repository to report scikit-learn model performance across a variety of parameter settings and data sets.

MIT License

209 stars 53 forks source link

issues

Newest

Newest Most commented Recently updated Oldest Least commented Least recently updated

Docs for new classifier

#43 elyase opened 4 years ago
3
function to easily get best sklearn models for each dataset

#42 cod3licious opened 5 years ago
3
Including feature selection methods in pipelines

#41 raamana opened 6 years ago
0
Is there a benchmark for regression algorithms?

#40 jbao opened 6 years ago
5
Merge preprocessor benchmark into master

#39 rhiever closed 6 years ago
0
Preprocessors benchmark

#38 rhiever closed 6 years ago
0
Implement RandomizedSearchCV

#37 rhiever closed 6 years ago
0
Made a general evaluate_model method, which centralizes the logic of …

#36 rhiever closed 7 years ago
0
metalearning on pmlb

#35 lacava closed 7 years ago
0
updates to benchmark data analysis

#34 lacava closed 7 years ago
0
Experiments in model_code not centralized

#33 PGijsbers closed 7 years ago
4
adds notebooks for penn ml dataset analysis

#32 lacava closed 7 years ago
0
#30 - py3 compatibility issue with dict.values() and numpy

#31 harshnisar closed 8 years ago
0
dataset_describe uses dict.values() and passes to numpy which breaks for Py3

#30 harshnisar closed 8 years ago
0
Analysis sklearn

#29 zairahms closed 8 years ago
0
Analysis

#28 AkshayVarik closed 8 years ago
0
PCA and entropy metafeatures

#27 harshnisar closed 8 years ago
0
Auto category discovery

#26 harshnisar closed 8 years ago
1
Added monkeyrunner script to get metafeatures for all datasets

#25 harshnisar closed 8 years ago
3
Correlation stats, Symbol stats and Class probablities

#24 harshnisar closed 8 years ago
0
Add a Gitter chat badge to README.md

#23 gitter-badger closed 8 years ago
0
Searching over ``n_neighbors`` in KNeighborsClassifier weird

#22 amueller closed 8 years ago
3
typo in xgboost script

#21 amueller closed 8 years ago
1
Unconditional search in SVC

#20 amueller closed 8 years ago
3
Searching over warm_start in SGDClassifier, not tuning learning rate

#19 amueller closed 8 years ago
0
Scaling of data

#18 amueller closed 8 years ago
0
Searching over n_estimators and warm_start in RandomForest

#17 amueller closed 8 years ago
0
Searching over warm_start in GradientBoosting is not meaningful

#16 amueller closed 8 years ago
0
Code duplication?

#15 amueller closed 8 years ago
2
searching max_iter in LinearSVC?

#14 amueller closed 8 years ago
1
searching max_features in a single tree is not meaningful

#13 amueller closed 8 years ago
0
adding the file for cleaning the hpcc data

#12 zairahms closed 8 years ago
1
Added files for cleaning the HPCC data

#11 zairahms closed 8 years ago
1
Added new meta-features, unittests for TDD and test data

#10 harshnisar closed 8 years ago
3
Useful metrics to gather for the benchmark

#9 rhiever closed 7 years ago
3
added basic metafeatures/dataset_describe.py

#8 harshnisar closed 8 years ago
1
Adding all the codes

#7 zairahms closed 8 years ago
0
Learning Algorithms

#6 AkshayVarik closed 8 years ago
2
Completed 8 models

#5 zairahms closed 8 years ago
1
adding logistic regression for car-evaluation dataset

#4 AkshayVarik closed 8 years ago
0
LogisticRegression for ecoli dataset

#3 zairahms closed 8 years ago
7
Dataset compression

#2 rasbt closed 8 years ago
2
Data sets that we are currently looking at

#1 rhiever closed 7 years ago
5