Run
1851787

Run 1851787

Task 3896 (Supervised Classification) ada_agnostic 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
0.8185
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7959
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.442
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1435.3327
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2343
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.793
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8005
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8005
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6277
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3809
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8818
Cross-validation details (10-fold Crossvalidation)