Run
6771043

Run 6771043

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)_cost569.553265897568
mlr.classif.svm(6)_gamma1.06296534064468
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
0.8005
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8624
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3462
Cross-validation details (10-fold Crossvalidation)
KB relative information score
482.8515
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.177
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
0.8929
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8908
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.8908
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7346
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2992
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8625
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1310.0152
UserCPU time millis
3620.8
UserCPU time millis testing
57.226
UserCPU time millis training
3563.574