OpenML
1893762

Run 1893762

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)_cost0.00183813380974493
mlr.classif.svm(7)_kernelpolynomial
mlr.classif.svm(7)_degree4
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
0.9127
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9282
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6744
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1669.7327
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1286
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
0.94
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9363
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9363
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5336
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2376
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6848
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1846.727
UserCPU time millis
735.744
UserCPU time millis testing
13.211
UserCPU time millis training
722.533