Run
7592836

Run 7592836

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 07-09-2017 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)_cost0.014494698310368
mlr.classif.svm(6)_gamma0.00534344268499036
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
0.5622
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.7017
Cross-validation details (10-fold Crossvalidation)
F measure
0.7583
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0132
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-561.8853
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2788
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
0.8177
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8325
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8325
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9953
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3723
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9949
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1285.6782
Total cost
667200
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3886.289
UserCPU time millis testing
23.476
UserCPU time millis training
3862.813