Run
8434123

Run 8434123

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 02-11-2017 by OpenML_Bot R
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Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost0.00353903019392872
mlr.classif.svm(6)_gamma93.7453121451974
mlr.classif.svm(6)_openml.seed1
mlr.classif.svm(6)_openml.kindMersenne-Twister
mlr.classif.svm(6)_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.

21 Evaluation measures

Area under ROC curve
0.5616
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7579
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0116
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-663.5376
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2774
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
0.7876
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
0.9901
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3727
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9958
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1306.402
UserCPU time millis
9384.45
UserCPU time millis testing
45.142
UserCPU time millis training
9339.308