Run
1815407

Run 1815407

Task 3902 (Supervised Classification) pc4 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
0.6334
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8795
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3635
Cross-validation details (10-fold Crossvalidation)
KB relative information score
579.1347
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1001
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2148
Cross-validation details (10-fold Crossvalidation)
Number of instances
1458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8868
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8999
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5368
Cross-validation details (10-fold Crossvalidation)
Recall
0.8999
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4663
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3274
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3164
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9666
Cross-validation details (10-fold Crossvalidation)