Run
1851767

Run 1851767

Task 3567 (Supervised Classification) collins Uploaded 11-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.kknn.preproc(7)Learner mlr.classif.kknn.preproc from package(s) !kknn.
mlr.classif.kknn.preproc(7)_openml.seed1
mlr.classif.kknn.preproc(7)_openml.kindMersenne-Twister
mlr.classif.kknn.preproc(7)_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.

17 Evaluation measures

Area under ROC curve
0.927
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6232
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5983
Cross-validation details (10-fold Crossvalidation)
KB relative information score
318.8479
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0622
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
0.6286
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.636
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6642
Cross-validation details (10-fold Crossvalidation)
Recall
0.636
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5136
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.246
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1801
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7321
Cross-validation details (10-fold Crossvalidation)