Run
1815596

Run 1815596

Task 14968 (Supervised Classification) cylinder-bands 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
0.773
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7856
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5579
Cross-validation details (10-fold Crossvalidation)
KB relative information score
303.8229
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2111
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4879
Cross-validation details (10-fold Crossvalidation)
Number of instances
540
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7897
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7889
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9826
Cross-validation details (10-fold Crossvalidation)
Recall
0.7889
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4327
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4939
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4595
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9303
Cross-validation details (10-fold Crossvalidation)