Run
8663135

Run 8663135

Task 146543 (Supervised Classification) ML2017-challenge-1 Uploaded 22-12-2017 by Mini Challenge Anonymous
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Flow

__main__.PythonChallengeClassifier(3)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
0.9413 ± 0.0124
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9423 ± 0.0122
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8844 ± 0.0245
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2826.9454 ± 7.8183
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0576 ± 0.0122
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
0.9432 ± 0.0119
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9424 ± 0.0122
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.9424 ± 0.0122
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1154 ± 0.0244
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2399 ± 0.0266
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4804 ± 0.0532
Cross-validation details (10-fold Crossvalidation)