Run
573140

Run 573140

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 29-05-2016 by Rafael Gomes Mantovani
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Flow

classif.naiveBayes(9)Learner classif.naiveBayes from package(s) e1071.
classif.naiveBayes(9)_openml.seed1
classif.naiveBayes(9)_openml.kindMersenne-Twister
classif.naiveBayes(9)_openml.normal.kindInversion

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.

20 Evaluation measures

Area under ROC curve
0.6089
Per class
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
8730.2966
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1817
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
0.6488
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.414
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1062
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
20.092
UserCPU time millis testing
19.331
UserCPU time millis training
0.761