Run
1815360

Run 1815360

Task 3512 (Supervised Classification) synthetic_control 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
0.987
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9783
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.974
Cross-validation details (10-fold Crossvalidation)
KB relative information score
585.6772
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0072
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2778
Cross-validation details (10-fold Crossvalidation)
Number of instances
600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9788
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9783
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.9783
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.026
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3727
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.085
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.228
Cross-validation details (10-fold Crossvalidation)