Run
4207280

Run 4207280

Task 146082 (Supervised Classification) musk Uploaded 05-07-2017 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)_cost0.0410493649524621
mlr.classif.svm(6)_kernellinear
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
0.9994
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9958
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9838
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6401.2122
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.008
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
0.9958
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9958
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6204
Cross-validation details (10-fold Crossvalidation)
Recall
0.9958
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0307
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3611
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0591
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1637
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1280.3308
UserCPU time millis
334.917
UserCPU time millis testing
1.569
UserCPU time millis training
333.348