Run
572080

Run 572080

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 06-05-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(57)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(57)_openml.seed1
classif.randomForest(57)_openml.kindMersenne-Twister
classif.randomForest(57)_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
0.5361
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.779
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1059
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10382.6956
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1707
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
0.7788
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8293
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8293
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6094
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4132
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.104
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
417.123
UserCPU time millis testing
5.42
UserCPU time millis training
411.703