Run
1815501

Run 1815501

Task 9954 (Supervised Classification) one-hundred-plants-margin 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
0.8977
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7956
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7955
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1275.2929
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0041
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0198
Cross-validation details (10-fold Crossvalidation)
Number of instances
1600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8081
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7975
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6439
Cross-validation details (10-fold Crossvalidation)
Recall
0.7975
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2045
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0636
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6396
Cross-validation details (10-fold Crossvalidation)