Run
8578494

Run 8578494

Task 146012 (Supervised Classification) electricity Uploaded 27-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1175
mlr.classif.ranger(15)_mtry7
mlr.classif.ranger(15)_min.node.size2573
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.741568283201195
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.8777
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8025
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5948
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19758.5199
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2904
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
0.8024
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8031
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8031
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5943
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3734
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7555
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1269.833
UserCPU time millis
354.96
UserCPU time millis testing
16.25
UserCPU time millis training
338.71