Run
2044435

Run 2044435

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)_k27
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
0.9175
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8388
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.669
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24523.7139
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2354
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
0.8394
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8397
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8397
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4818
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3379
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6836
Cross-validation details (10-fold Crossvalidation)