Run
9204080

Run 9204080

Task 168305 (Supervised Classification) ML2017-challenge-1 Uploaded 30-06-2018 by vv xx
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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
0.8162 ± 0.0247
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8029 ± 0.028
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.622 ± 0.05
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1966.4998 ± 16.2577
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1918 ± 0.0257
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
0.8608 ± 0.0129
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8082 ± 0.0257
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.8082 ± 0.0257
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3844 ± 0.0515
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.438 ± 0.0303
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8768 ± 0.0606
Cross-validation details (10-fold Crossvalidation)