Run
1815430

Run 1815430

Task 3917 (Supervised Classification) kc1 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
0.5979
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8254
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2571
Cross-validation details (10-fold Crossvalidation)
KB relative information score
634.8211
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1479
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2616
Cross-validation details (10-fold Crossvalidation)
Number of instances
2109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8231
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8521
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.622
Cross-validation details (10-fold Crossvalidation)
Recall
0.8521
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5655
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3615
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3846
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.064
Cross-validation details (10-fold Crossvalidation)