Run
5874224

Run 5874224

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 13-07-2017 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)_cost17.7583750143565
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
0.9543
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9547
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8044
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2269.289
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0723
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
0.9558
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9567
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9567
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3001
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1845
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5317
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1296.0365
UserCPU time millis
529.446
UserCPU time millis testing
12.269
UserCPU time millis training
517.177