Run
4187448

Run 4187448

Task 146082 (Supervised Classification) musk Uploaded 05-07-2017 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)_cost0.00595468344501915
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
0.9859
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9609
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.847
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5003.0042
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0601
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
0.961
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9618
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6204
Cross-validation details (10-fold Crossvalidation)
Recall
0.9618
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2304
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3611
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1662
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4604
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1260.2085
UserCPU time millis
350.76
UserCPU time millis testing
2.663
UserCPU time millis training
348.097