Run
9204203

Run 9204203

Task 168306 (Supervised Classification) ML2017-challenge-2 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
0.5092 ± 0.0052
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7622 ± 0.0033
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0296 ± 0.0166
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10855.2523 ± 25.9194
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.168 ± 0.0015
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2801 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Number of instances
39948
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7833 ± 0.02
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.832 ± 0.0015
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.832 ± 0.0015
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5996 ± 0.0053
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4098 ± 0.0018
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0951 ± 0.0049
Cross-validation details (10-fold Crossvalidation)