Run
8585761

Run 8585761

Task 146012 (Supervised Classification) electricity Uploaded 28-11-2017 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.trees1952
mlr.classif.ranger(15)_mtry1
mlr.classif.ranger(15)_min.node.size2
mlr.classif.ranger(15)_sample.fraction0.670839330228046
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
0.9448
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8676
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7284
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23464.4865
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2569
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
0.8679
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8681
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8681
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5257
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3204
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6483
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1402.0071
UserCPU time millis
1314.96
UserCPU time millis testing
97.45
UserCPU time millis training
1217.51