Run
5849545

Run 5849545

Task 3950 (Supervised Classification) musk Uploaded 13-07-2017 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)_cost0.873511201782028
mlr.classif.svm(6)_gamma0.00372312357200498
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
0.9979
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9818
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9301
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5890.4656
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0284
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
0.9818
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9818
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6204
Cross-validation details (10-fold Crossvalidation)
Recall
0.9818
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1088
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3611
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1175
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3255
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1212.461
UserCPU time millis
369.188
UserCPU time millis testing
2.922
UserCPU time millis training
366.266