Run
1843265

Run 1843265

Task 125966 (Supervised Classification) SpeedDating Uploaded 07-12-2016 by a
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  • NumPy_1.11.2. Python_2.7.12. run_task SciPy_0.18.1. Sklearn_0.18.1. Wed_Dec__7_11.47.31_2016 __main__.Classifier
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Flow

__main__.Classifier(1)Flow generated by run_task

Result files

xml
Description

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

csv
Predictions

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

17 Evaluation measures

Area under ROC curve
0.5112
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7159
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0204
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2653.5922
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2971
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2752
Cross-validation details (10-fold Crossvalidation)
Number of instances
8378
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7305
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7029
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.7029
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0794
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5451
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4695
Cross-validation details (10-fold Crossvalidation)