Run
8435762

Run 8435762

Task 146012 (Supervised Classification) electricity Uploaded 02-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees773
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_min.node.size92
mlr.classif.ranger(13)_sample.fraction0.380066140834242
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(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.

21 Evaluation measures

Area under ROC curve
0.9069
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8209
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6315
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18808.2476
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3063
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
0.8244
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8231
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8231
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6268
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3617
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7318
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1291.3006
UserCPU time millis
715.99
UserCPU time millis testing
48.815
UserCPU time millis training
667.175