Run
2403592

Run 2403592

Task 146544 (Supervised Classification) ML2017-challenge-2 Uploaded 11-06-2017 by Jan van Rijn
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Flow

sklearn.dummy.DummyClassifier(2)Automatically created scikit-learn flow.
sklearn.dummy.DummyClassifier(2)_constantnull
sklearn.dummy.DummyClassifier(2)_random_state42
sklearn.dummy.DummyClassifier(2)_strategy"stratified"

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
0.5045
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7236
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.009
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-7734.8652
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2753
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2801
Cross-validation details (10-fold Crossvalidation)
Number of instances
39948
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7224
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7247
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.7247
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9828
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5247
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.402
Cross-validation details (10-fold Crossvalidation)