Run
9204195

Run 9204195

Task 168305 (Supervised Classification) ML2017-challenge-1 Uploaded 15-07-2018 by Nima Riahi Dehkordi
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Flow

__main__.PythonChallengeClassifier(4)Automatically created scikit-learn flow.

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8199 ± 0.0227
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8212 ± 0.0227
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6416 ± 0.0456
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2052.7449 ± 14.7647
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1783 ± 0.0227
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
3196
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8225 ± 0.023
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8217 ± 0.0227
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.8217 ± 0.0227
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3574 ± 0.0455
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4223 ± 0.0271
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8455 ± 0.0542
Cross-validation details (10-fold Crossvalidation)