Run
6355637

Run 6355637

Task 3891 (Supervised Classification) gina_agnostic Uploaded 29-08-2017 by OpenML_Bot R
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  • AzureBot4 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost11.5268838140298
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
0.8716
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7915
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5828
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1751.738
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2562
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
0.7915
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7915
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.7915
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5125
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3856
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7714
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1265.0744
UserCPU time millis
1400.893
UserCPU time millis testing
16.373
UserCPU time millis training
1384.52