Run
7868128

Run 7868128

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 10-09-2017 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)_cost1.86027728928598
mlr.classif.svm(6)_gamma0.0112369480469854
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
0.5948
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.7743
Cross-validation details (10-fold Crossvalidation)
F measure
0.7567
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0064
Cross-validation details (10-fold Crossvalidation)
KB relative information score
162.1059
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
0.8161
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.832
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.832
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9952
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3733
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9975
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1324.9823
Total cost
670100
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
9415.539
UserCPU time millis testing
26.579
UserCPU time millis training
9388.96