Run
8546244

Run 8546244

Task 146012 (Supervised Classification) electricity Uploaded 20-11-2017 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.trees893
mlr.classif.ranger(15)_mtry1
mlr.classif.ranger(15)_min.node.size19422
mlr.classif.ranger(15)_sample.fraction0.924882659502327
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
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
0.8118
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7472
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4827
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8131.2564
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4185
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
0.7731
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7587
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7587
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8564
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4367
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8835
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1211.3397
UserCPU time millis
74.03
UserCPU time millis testing
7.55
UserCPU time millis training
66.48