Run
1893753

Run 1893753

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 01-04-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.svm(7)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(7)_cost0.00303814990466101
mlr.classif.svm(7)_kernelpolynomial
mlr.classif.svm(7)_degree5
mlr.classif.svm(7)_openml.seed1
mlr.classif.svm(7)_openml.kindMersenne-Twister
mlr.classif.svm(7)_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
0.893
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.923
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.649
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1604.408
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1332
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
0.9366
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9323
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9323
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5528
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2434
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7014
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1835.5512
UserCPU time millis
715.282
UserCPU time millis testing
12.684
UserCPU time millis training
702.598