Run
6660469

Run 6660469

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)_cost1.53386728669236
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
0.9239
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9494
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7775
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2124.4603
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0882
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
0.9531
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9527
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9527
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.366
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2065
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5952
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1292.5015
UserCPU time millis
1325.087
UserCPU time millis testing
24.813
UserCPU time millis training
1300.274