Run
1815600

Run 1815600

Task 14969 (Supervised Classification) GesturePhaseSegmentationProcessed 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
0.7637
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6345
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5255
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5508.286
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1447
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3065
Cross-validation details (10-fold Crossvalidation)
Number of instances
9873
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6351
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6383
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1936
Cross-validation details (10-fold Crossvalidation)
Recall
0.6383
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4721
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3915
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3804
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9717
Cross-validation details (10-fold Crossvalidation)