Run
8630654

Run 8630654

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.trees183
mlr.classif.ranger(16)_mtry5
mlr.classif.ranger(16)_min.node.size277
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.283034615614451
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
0.9067
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8242
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6391
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21930.2067
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2669
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
0.8243
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8249
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8249
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5462
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3514
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7109
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1448.3842
UserCPU time millis
36.482
UserCPU time millis testing
1.793
UserCPU time millis training
34.689