Run
523676

Run 523676

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

classif.OneR(6)Learner classif.OneR from package(s) RWeka.
classif.OneR(6)_seed1
classif.OneR(6)_kindMersenne-Twister
classif.OneR(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
0.5266
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.8083
Cross-validation details (10-fold Crossvalidation)
F measure
0.7735
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0804
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10456.3971
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1703
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
0.7759
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8297
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8297
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6079
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4126
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1026
Cross-validation details (10-fold Crossvalidation)
Total cost
631510
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.368
UserCPU time millis testing
0.633
UserCPU time millis training
3.735