Run
2044442

Run 2044442

Task 219 (Supervised Classification) electricity Uploaded 18-04-2017 by Raphaël Couronné
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.kknn(13)Learner mlr.classif.kknn from package(s) !kknn.
mlr.classif.kknn(13)_k17
mlr.classif.kknn(13)_openml.seed1
mlr.classif.kknn(13)_openml.kindMersenne-Twister
mlr.classif.kknn(13)_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.

17 Evaluation measures

Area under ROC curve
0.9214
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8437
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6791
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25734.6848
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2208
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8439
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8443
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8443
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4518
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3326
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6729
Cross-validation details (10-fold Crossvalidation)