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

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issues

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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 7 years ago
5
Merge preprocessor benchmark into master

#39 rhiever closed 7 years ago
0
Preprocessors benchmark

#38 rhiever closed 7 years ago
0
Implement RandomizedSearchCV

#37 rhiever closed 7 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