Run
572091

Run 572091

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

classif.svm(10)Learner classif.svm from package(s) e1071.
classif.svm(10)_openml.seed1
classif.svm(10)_openml.kindMersenne-Twister
classif.svm(10)_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
0.5015
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7563
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.005
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10837.9107
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1681
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
0.8154
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8319
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8319
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.41
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0955
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3257.704
UserCPU time millis testing
26.239
UserCPU time millis training
3231.465