Run
8435432

Run 8435432

Task 146012 (Supervised Classification) electricity Uploaded 02-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees304
mlr.classif.ranger(13)_mtry7
mlr.classif.ranger(13)_min.node.size7
mlr.classif.ranger(13)_sample.fraction0.136414466076531
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9475
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8719
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7372
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26293.6202
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2208
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
0.872
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8722
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8722
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4519
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.307
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.621
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1284.2387
UserCPU time millis
379.479
UserCPU time millis testing
21.447
UserCPU time millis training
358.032