Run
1972449

Run 1972449

Task 3493 (Supervised Classification) monks-problems-2 Uploaded 03-04-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.svm(8)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(8)_cost44.923874380352
mlr.classif.svm(8)_kernelpolynomial
mlr.classif.svm(8)_degree2
mlr.classif.svm(8)_openml.seed1
mlr.classif.svm(8)_openml.kindMersenne-Twister
mlr.classif.svm(8)_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
0.6608
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5189
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0266
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25.2171
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.428
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4507
Cross-validation details (10-fold Crossvalidation)
Number of instances
601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4778
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6406
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.6406
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9497
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.462
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9734
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
790.2615
UserCPU time millis
1.48
UserCPU time millis testing
0.02
UserCPU time millis training
1.46