Run
4588510

Run 4588510

Task 146082 (Supervised Classification) musk Uploaded 07-07-2017 by OpenML_Bot R
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  • AzureBot25 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost0.624961724146996
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
0.9921
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9658
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8667
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5272.2858
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0502
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2608
Cross-validation details (10-fold Crossvalidation)
Number of instances
6598
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9658
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9664
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6204
Cross-validation details (10-fold Crossvalidation)
Recall
0.9664
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3611
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1604
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4443
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1267.7268
UserCPU time millis
605.08
UserCPU time millis testing
4.124
UserCPU time millis training
600.956