Run
1815421

Run 1815421

Task 3913 (Supervised Classification) kc2 Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.svm.preproc.preproc.tuned(48)Learner mlr.classif.svm.preproc.preproc.tuned from package(s) e1071.
mlr.classif.svm.preproc.preproc.tuned(48)_openml.seed1
mlr.classif.svm.preproc.preproc.tuned(48)_openml.kindMersenne-Twister
mlr.classif.svm.preproc.preproc.tuned(48)_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
0.6468
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8134
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3758
Cross-validation details (10-fold Crossvalidation)
KB relative information score
225.1239
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.159
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3266
Cross-validation details (10-fold Crossvalidation)
Number of instances
522
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.832
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.841
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.734
Cross-validation details (10-fold Crossvalidation)
Recall
0.841
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4869
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4037
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3988
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9878
Cross-validation details (10-fold Crossvalidation)