Run
1852051

Run 1852051

Task 9956 (Supervised Classification) one-hundred-plants-texture Uploaded 12-03-2017 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
0.9727
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8108
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8111
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1379.2549
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0056
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0198
Cross-validation details (10-fold Crossvalidation)
Number of instances
1599
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8196
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.813
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6438
Cross-validation details (10-fold Crossvalidation)
Recall
0.813
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2831
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0531
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5338
Cross-validation details (10-fold Crossvalidation)