Run
6758545

Run 6758545

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)_cost380.375992544295
mlr.classif.svm(6)_kernelpolynomial
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
0.9562
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.959
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8232
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2378.1164
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0666
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
0.96
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9607
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9607
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2765
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1836
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5291
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1293.884
UserCPU time millis
1163.722
UserCPU time millis testing
23.718
UserCPU time millis training
1140.004