Run
6276148

Run 6276148

Task 146064 (Supervised Classification) monks-problems-1 Uploaded 28-08-2017 by OpenML_Bot R
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  • AzureBot24 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)_cost0.443871778975086
mlr.classif.svm(6)_gamma0.00231880439178587
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
0.4816
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4733
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0252
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-0.3704
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5002
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
0.4859
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4874
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.4874
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0005
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5005
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0011
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1260.0208
UserCPU time millis
1.348
UserCPU time millis testing
0.05
UserCPU time millis training
1.298