Run
1815230

Run 1815230

Task 23 (Supervised Classification) cmc Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.svm.preproc.preproc.tuned(13)Learner mlr.classif.svm.preproc.preproc.tuned from package(s) e1071.
mlr.classif.svm.preproc.preproc.tuned(13)_openml.seed1
mlr.classif.svm.preproc.preproc.tuned(13)_openml.kindMersenne-Twister
mlr.classif.svm.preproc.preproc.tuned(13)_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
0.6492
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5458
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.296
Cross-validation details (10-fold Crossvalidation)
KB relative information score
515.0311
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2996
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4308
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5481
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5506
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.5506
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6954
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5474
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1794
Cross-validation details (10-fold Crossvalidation)