Run
8630241

Run 8630241

Task 146012 (Supervised Classification) electricity Uploaded 09-12-2017 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1993
mlr.classif.ranger(16)_mtry6
mlr.classif.ranger(16)_min.node.size1851
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.785989757580683
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.8864
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8099
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.61
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20287.0359
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2847
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
0.8098
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8104
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8104
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5826
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3675
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7436
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1450.4275
UserCPU time millis
404.892
UserCPU time millis testing
17.133
UserCPU time millis training
387.759