Run
6239635

Run 6239635

Task 3891 (Supervised Classification) gina_agnostic Uploaded 28-08-2017 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)_cost0.167088617275656
mlr.classif.svm(6)_kernelpolynomial
mlr.classif.svm(6)_degree5
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
0.859
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6536
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3583
Cross-validation details (10-fold Crossvalidation)
KB relative information score
677.4547
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4149
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
0.7621
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6822
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.6822
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8301
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4423
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8846
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1260.671
UserCPU time millis
3427.724
UserCPU time millis testing
56.067
UserCPU time millis training
3371.657