Run
8578660

Run 8578660

Task 146012 (Supervised Classification) electricity Uploaded 27-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1225
mlr.classif.ranger(15)_mtry5
mlr.classif.ranger(15)_min.node.size19
mlr.classif.ranger(15)_sample.fraction0.750480751204304
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
0.9709
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9087
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8129
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30712.8097
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1715
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
0.9087
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9088
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9088
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3509
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2645
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5352
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1351.0397
UserCPU time millis
1431.38
UserCPU time millis testing
41.78
UserCPU time millis training
1389.6