Run
1815177

Run 1815177

Task 3 (Supervised Classification) kr-vs-kp 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
0.9469
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9471
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.894
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2857.0309
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0529
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499
Cross-validation details (10-fold Crossvalidation)
Number of instances
3196
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9471
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9471
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.9471
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.106
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.23
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4604
Cross-validation details (10-fold Crossvalidation)