Run
5650863

Run 5650863

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 12-07-2017 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)_cost0.182274473431439
mlr.classif.svm(6)_kernellinear
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
0.958
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9633
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8437
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2404.529
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0607
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
0.9635
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9643
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9643
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2518
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1761
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5074
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1276.7597
UserCPU time millis
663.974
UserCPU time millis testing
16.229
UserCPU time millis training
647.745