Run
1851578

Run 1851578

Task 3485 (Supervised Classification) scene 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
0.9243
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8844
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6276
Cross-validation details (10-fold Crossvalidation)
KB relative information score
877.5358
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1542
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8946
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8791
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.8791
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5242
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2948
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.769
Cross-validation details (10-fold Crossvalidation)