Run
8630657

Run 8630657

Task 146012 (Supervised Classification) electricity Uploaded 09-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1440
mlr.classif.ranger(16)_mtry5
mlr.classif.ranger(16)_min.node.size716
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.423712406097911
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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.

21 Evaluation measures

Area under ROC curve
0.8942
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8152
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6207
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20686.1843
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2806
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
0.8154
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.816
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.816
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5742
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3621
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7325
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1463.49
UserCPU time millis
248.454
UserCPU time millis testing
15.255
UserCPU time millis training
233.199