Run
1815390

Run 1815390

Task 3567 (Supervised Classification) collins 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
0.829
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6775
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6558
Cross-validation details (10-fold Crossvalidation)
KB relative information score
328.0452
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0416
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1212
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7003
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.688
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6642
Cross-validation details (10-fold Crossvalidation)
Recall
0.688
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3433
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.246
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.204
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.829
Cross-validation details (10-fold Crossvalidation)