Run
6357619

Run 6357619

Task 3891 (Supervised Classification) gina_agnostic Uploaded 29-08-2017 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)_cost0.00479439977438949
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
0.9355
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8748
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7496
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2179.1515
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.199
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
3468
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8749
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8749
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.8749
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.398
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3129
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6258
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1278.5116
UserCPU time millis
1373.781
UserCPU time millis testing
22.298
UserCPU time millis training
1351.483