Run
7830610

Run 7830610

Task 3492 (Supervised Classification) monks-problems-1 Uploaded 10-09-2017 by OpenML_Bot R
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Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost0.436594477742797
mlr.classif.svm(6)_kernelpolynomial
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
0.4738
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4622
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.054
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-0.4775
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5003
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
0.5521
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.527
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.527
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0006
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5003
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0006
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1309.6578
UserCPU time millis
1.001
UserCPU time millis testing
0.039
UserCPU time millis training
0.962