Run
8630645

Run 8630645

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.trees410
mlr.classif.ranger(16)_mtry8
mlr.classif.ranger(16)_min.node.size8
mlr.classif.ranger(16)_sample.fraction0.782597967446782
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
0.9766
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9204
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8371
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32814.7643
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1468
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
0.9204
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9205
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9205
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3004
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2466
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1449.0022
UserCPU time millis
410.539
UserCPU time millis testing
9.801
UserCPU time millis training
400.738