Run
7605237

Run 7605237

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 08-09-2017 by OpenML_Bot R
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  • AzureBot8 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost0.00391552269093985
mlr.classif.svm(6)_gamma0.00532476637228377
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
0.5359
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.7413
Cross-validation details (10-fold Crossvalidation)
F measure
0.7574
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0094
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-905.5956
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.279
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
0.8101
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8322
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8322
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9959
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3729
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9965
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1286.4982
Total cost
668780
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3676.713
UserCPU time millis testing
25.058
UserCPU time millis training
3651.655