Run
8760253

Run 8760253

Task 146012 (Supervised Classification) electricity Uploaded 31-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1649
mlr.classif.ranger(9)_mtry8
mlr.classif.ranger(9)_min.node.size1578
mlr.classif.ranger(9)_sample.fraction0.601208236836828
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.8861
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8077
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6057
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20600.4247
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2807
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
0.8076
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8082
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8082
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5746
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.367
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7426
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1034.7782
UserCPU time millis
686.356
UserCPU time millis testing
27.681
UserCPU time millis training
658.675