Run
8770226

Run 8770226

Task 146012 (Supervised Classification) electricity Uploaded 02-01-2018 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.trees1631
mlr.classif.ranger(16)_mtry2
mlr.classif.ranger(16)_min.node.size6118
mlr.classif.ranger(16)_sample.fraction0.550713553302921
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
0.8503
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7569
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5012
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13750.6777
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3598
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
0.7754
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7658
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7658
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7363
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4046
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8185
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1369.472
UserCPU time millis
125.835
UserCPU time millis testing
13.294
UserCPU time millis training
112.541