Run
8435536

Run 8435536

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.trees53
mlr.classif.ranger(13)_mtry12
mlr.classif.ranger(13)_min.node.size19
mlr.classif.ranger(13)_sample.fraction0.232686366233975
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
0.9522
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8801
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7544
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27675.7411
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2044
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
0.8801
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8803
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8803
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4183
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2977
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6024
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1293.6225
UserCPU time millis
125.775
UserCPU time millis testing
4.105
UserCPU time millis training
121.67