Run
6666283

Run 6666283

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 31-08-2017 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)_cost6.74933512763571
mlr.classif.svm(6)_gamma0.0170125282946035
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
0.8918
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.875
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4131
Cross-validation details (10-fold Crossvalidation)
KB relative information score
746.4386
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1604
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2409
Cross-validation details (10-fold Crossvalidation)
Number of instances
3279
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8957
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8972
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.8972
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6658
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2838
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.818
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1274.2573
UserCPU time millis
3348.708
UserCPU time millis testing
53.654
UserCPU time millis training
3295.054