Run
1874023

Run 1874023

Task 3492 (Supervised Classification) monks-problems-1 Uploaded 29-03-2017 by Philipp Probst
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.svm(7)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(7)_cost0.203901928902651
mlr.classif.svm(7)_kernelpolynomial
mlr.classif.svm(7)_degree2
mlr.classif.svm(7)_openml.seed1
mlr.classif.svm(7)_openml.kindMersenne-Twister
mlr.classif.svm(7)_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.

17 Evaluation measures

Area under ROC curve
0.6318
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5576
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1511
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3.9853
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4975
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
0.5902
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5755
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5755
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9949
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4976
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9952
Cross-validation details (10-fold Crossvalidation)