Run
1815401

Run 1815401

Task 3899 (Supervised Classification) mozilla4 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
0.8767
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8905
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7521
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11479.9733
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1096
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4412
Cross-validation details (10-fold Crossvalidation)
Number of instances
15545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8906
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8904
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9135
Cross-validation details (10-fold Crossvalidation)
Recall
0.8904
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2483
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4697
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.331
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7047
Cross-validation details (10-fold Crossvalidation)