Run
1815343

Run 1815343

Task 3493 (Supervised Classification) monks-problems-2 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
0.8608
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8737
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.72
Cross-validation details (10-fold Crossvalidation)
KB relative information score
424.6591
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1265
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4507
Cross-validation details (10-fold Crossvalidation)
Number of instances
601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8739
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8735
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.8735
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2806
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3556
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7492
Cross-validation details (10-fold Crossvalidation)