Run
1870720

Run 1870720

Task 3485 (Supervised Classification) scene Uploaded 28-03-2017 by Philipp Probst
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.svm(7)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(7)_cost0.0167968204980411
mlr.classif.svm(7)_gamma0.00701050372793943
mlr.classif.svm(7)_openml.seed1
mlr.classif.svm(7)_openml.kindMersenne-Twister
mlr.classif.svm(7)_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.

17 Evaluation measures

Area under ROC curve
0.9165
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8906
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6182
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1070.692
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1499
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8891
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8936
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.8936
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5096
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2812
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7335
Cross-validation details (10-fold Crossvalidation)