Run
6360014

Run 6360014

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)_cost0.378995574835706
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
0.8843
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8042
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6083
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1662.1342
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2742
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
0.8042
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8042
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.8042
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5485
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3703
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7407
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1299.7583
UserCPU time millis
1333.692
UserCPU time millis testing
15.667
UserCPU time millis training
1318.025