Run
1815185

Run 1815185

Task 11 (Supervised Classification) balance-scale Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.svm.preproc.preproc.tuned(4)Learner mlr.classif.svm.preproc.preproc.tuned from package(s) e1071.
mlr.classif.svm.preproc.preproc.tuned(4)_openml.seed1
mlr.classif.svm.preproc.preproc.tuned(4)_openml.kindMersenne-Twister
mlr.classif.svm.preproc.preproc.tuned(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.

arff
Trace

ARFF file with the trace of all hyperparameter settings tried during optimization, and their performance.

17 Evaluation measures

Area under ROC curve
0.9991
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9984
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9972
Cross-validation details (10-fold Crossvalidation)
KB relative information score
622.0212
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0011
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3798
Cross-validation details (10-fold Crossvalidation)
Number of instances
625
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9984
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9984
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3212
Cross-validation details (10-fold Crossvalidation)
Recall
0.9984
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0028
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4356
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0327
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.075
Cross-validation details (10-fold Crossvalidation)