Run
1972438

Run 1972438

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)_cost0.00242416375417035
mlr.classif.svm(8)_gamma0.00424958362120652
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
0.5238
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5213
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2.3603
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4509
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
0.432
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6572
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.6572
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0004
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4744
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9996
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
886.31
UserCPU time millis
2.28
UserCPU time millis testing
0.06
UserCPU time millis training
2.22