Run
2325070

Run 2325070

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 22-05-2017 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)_cost0.00597708067308572
mlr.classif.svm(7)_gamma0.0826794166474306
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
0.8559
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9323
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2918
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2918.4452
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0946
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
0.9471
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9487
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9487
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8189
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2147
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8933
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1850.8706
UserCPU time millis
3519.894
UserCPU time millis testing
31.42
UserCPU time millis training
3488.474