OpenML
1867934

Run 1867934

Task 9970 (Supervised Classification) hill-valley Uploaded 28-03-2017 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)_cost65.9322023803243
mlr.classif.svm(7)_kernelpolynomial
mlr.classif.svm(7)_degree4
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
0.5634
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4266
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0792
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30.8177
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4886
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.687
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5396
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5396
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9773
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4941
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9882
Cross-validation details (10-fold Crossvalidation)