Run
6792025

Run 6792025

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 01-09-2017 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)_cost0.0411587498902518
mlr.classif.svm(6)_gamma163.289898901703
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
0.7733
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8619
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3414
Cross-validation details (10-fold Crossvalidation)
KB relative information score
269.7141
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1836
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
0.9019
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.892
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.892
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7621
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8645
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1293.3813
UserCPU time millis
3255.906
UserCPU time millis testing
54.956
UserCPU time millis training
3200.95