Run
8442412

Run 8442412

Task 146012 (Supervised Classification) electricity Uploaded 03-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1168
mlr.classif.ranger(13)_mtry8
mlr.classif.ranger(13)_min.node.size137
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.435182727733627
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
0.9319
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8491
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6903
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24566.867
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2383
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
0.8492
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8496
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8496
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4877
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3262
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6599
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1277.0389
UserCPU time millis
2264.071
UserCPU time millis testing
79.981
UserCPU time millis training
2184.09