Run
1815232

Run 1815232

Task 23 (Supervised Classification) cmc 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
0.6305
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5214
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2592
Cross-validation details (10-fold Crossvalidation)
KB relative information score
463.0781
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3195
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
0.5248
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5207
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.5207
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7417
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5653
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.218
Cross-validation details (10-fold Crossvalidation)