OpenML
2325225

Run 2325225

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 23-05-2017 by OpenML_Bot R
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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)_cost1.05894206790545
mlr.classif.svm(7)_gamma0.0322052809930685
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.

21 Evaluation measures

Area under ROC curve
0.9119
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9558
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.57
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3752.9143
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0692
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9589
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9617
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9617
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5988
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1823
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7585
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1737.4205
UserCPU time millis
11272.422
UserCPU time millis testing
52.777
UserCPU time millis training
11219.645