Run
1815284

Run 1815284

Task 45 (Supervised Classification) splice 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
0.9164
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8742
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8049
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2633.162
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.084
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4101
Cross-validation details (10-fold Crossvalidation)
Number of instances
3190
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8969
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.874
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4804
Cross-validation details (10-fold Crossvalidation)
Recall
0.874
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2049
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4528
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2898
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6401
Cross-validation details (10-fold Crossvalidation)