Run
8770202

Run 8770202

Task 146012 (Supervised Classification) electricity Uploaded 02-01-2018 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.trees1236
mlr.classif.ranger(16)_mtry4
mlr.classif.ranger(16)_min.node.size77
mlr.classif.ranger(16)_sample.fraction0.998949689907022
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.9571
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8863
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7669
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27929.1961
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2023
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
0.8863
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8865
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8865
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.414
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2922
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5912
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1371.8917
UserCPU time millis
823.991
UserCPU time millis testing
23.336
UserCPU time millis training
800.655