Run
1815413

Run 1815413

Task 3903 (Supervised Classification) pc3 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
0.5051
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8497
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.017
Cross-validation details (10-fold Crossvalidation)
KB relative information score
342.5192
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1081
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1842
Cross-validation details (10-fold Crossvalidation)
Number of instances
1563
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8271
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8919
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.478
Cross-validation details (10-fold Crossvalidation)
Recall
0.8919
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5871
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3288
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0848
Cross-validation details (10-fold Crossvalidation)