Run
1851254

Run 1851254

Task 21 (Supervised Classification) car Uploaded 11-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.svm.preproc(4)Learner mlr.classif.svm.preproc from package(s) e1071.
mlr.classif.svm.preproc(4)_openml.seed1
mlr.classif.svm.preproc(4)_openml.kindMersenne-Twister
mlr.classif.svm.preproc(4)_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
0.9858
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9128
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8103
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1346.7882
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0609
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9152
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9115
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.9115
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2659
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1748
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5171
Cross-validation details (10-fold Crossvalidation)