Run
523671

Run 523671

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 11-02-2016 by Rafael Gomes Mantovani
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Flow

classif.naiveBayes(6)Learner classif.naiveBayes from package(s) e1071.
classif.naiveBayes(6)_seed1
classif.naiveBayes(6)_kindMersenne-Twister
classif.naiveBayes(6)_normal.kindInversion

Result files

Description

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

Predictions

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

20 Evaluation measures

Area under ROC curve
0.5101
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.3493
Cross-validation details (10-fold Crossvalidation)
F measure
0.7617
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.031
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9320.5271
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1768
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
0.7448
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8232
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8232
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6313
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4205
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1236
Cross-validation details (10-fold Crossvalidation)
Total cost
653120
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
19.926
UserCPU time millis testing
17.882
UserCPU time millis training
2.044