Run
8607686

Run 8607686

Task 146012 (Supervised Classification) electricity Uploaded 02-12-2017 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.trees1952
mlr.classif.ranger(15)_mtry3
mlr.classif.ranger(15)_min.node.size37
mlr.classif.ranger(15)_sample.fraction0.129012923291884
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
0.9237
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8409
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6732
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23274.4184
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2534
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
0.8413
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8416
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8416
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5187
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3358
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6795
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1519.0501
UserCPU time millis
431.65
UserCPU time millis testing
44.79
UserCPU time millis training
386.86