Run
1815481

Run 1815481

Task 9914 (Supervised Classification) wilt Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.svm.preproc.preproc.tuned(59)Learner mlr.classif.svm.preproc.preproc.tuned from package(s) e1071.
mlr.classif.svm.preproc.preproc.tuned(59)_openml.seed1
mlr.classif.svm.preproc.preproc.tuned(59)_openml.kindMersenne-Twister
mlr.classif.svm.preproc.preproc.tuned(59)_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
0.9394
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9878
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8803
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3993.7247
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0122
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9878
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9878
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9878
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1193
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1104
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4888
Cross-validation details (10-fold Crossvalidation)