Run
1815545

Run 1815545

Task 9971 (Supervised Classification) ilpd Uploaded 09-09-2016 by Michel Lang
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Flow

mlr.classif.kknn.preproc.preproc.tuned(1)Learner mlr.classif.kknn.preproc.preproc.tuned from package(s) !kknn.
mlr.classif.kknn.preproc.preproc.tuned(1)_openml.seed1
mlr.classif.kknn.preproc.preproc.tuned(1)_openml.kindMersenne-Twister
mlr.classif.kknn.preproc.preproc.tuned(1)_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
0.549
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6575
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1201
Cross-validation details (10-fold Crossvalidation)
KB relative information score
129.9988
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2933
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4091
Cross-validation details (10-fold Crossvalidation)
Number of instances
583
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6595
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7067
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.7067
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.717
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5416
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1979
Cross-validation details (10-fold Crossvalidation)