Run
8454359

Run 8454359

Task 146012 (Supervised Classification) electricity Uploaded 03-11-2017 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.trees1835
mlr.classif.ranger(13)_mtry11
mlr.classif.ranger(13)_min.node.size228
mlr.classif.ranger(13)_sample.fraction0.942698453576304
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.9402
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8626
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7183
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25923.199
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2231
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
0.8627
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.863
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.863
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4565
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3151
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6376
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1261.841
UserCPU time millis
6863.976
UserCPU time millis testing
123.836
UserCPU time millis training
6740.14