Run
1815370

Run 1815370

Task 3543 (Supervised Classification) irish 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
0.9865
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.986
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9717
Cross-validation details (10-fold Crossvalidation)
KB relative information score
485.7089
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.014
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4938
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9861
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.986
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.991
Cross-validation details (10-fold Crossvalidation)
Recall
0.986
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0284
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1183
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2381
Cross-validation details (10-fold Crossvalidation)