Run
1815180

Run 1815180

Task 6 (Supervised Classification) letter Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.svm.preproc.preproc.tuned(3)Learner mlr.classif.svm.preproc.preproc.tuned from package(s) e1071.
mlr.classif.svm.preproc.preproc.tuned(3)_openml.seed1
mlr.classif.svm.preproc.preproc.tuned(3)_openml.kindMersenne-Twister
mlr.classif.svm.preproc.preproc.tuned(3)_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
0.9886
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9781
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9773
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19556.7906
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0017
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9782
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9782
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.9782
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0227
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.041
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2132
Cross-validation details (10-fold Crossvalidation)