OpenML
6657377

Run 6657377

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)_cost14.3849810647495
mlr.classif.svm(6)_kernelpolynomial
mlr.classif.svm(6)_degree4
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
0.9496
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9506
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7848
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2213.6502
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0812
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
0.9527
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9533
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9533
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3369
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1978
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5701
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1290.0831
UserCPU time millis
1290.474
UserCPU time millis testing
23.787
UserCPU time millis training
1266.687