Run
7831030

Run 7831030

Task 3492 (Supervised Classification) monks-problems-1 Uploaded 10-09-2017 by OpenML_Bot R
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  • AzureBot3 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)_cost0.260075824491526
mlr.classif.svm(6)_gamma80.1644356612356
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
0.6316
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5846
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1763
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9.448
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4938
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
556
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5912
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5881
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5881
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9877
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4945
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9891
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1291.0194
UserCPU time millis
1.372
UserCPU time millis testing
0.049
UserCPU time millis training
1.323