Run
8559211

Run 8559211

Task 146012 (Supervised Classification) electricity Uploaded 25-11-2017 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1768
mlr.classif.ranger(16)_mtry4
mlr.classif.ranger(16)_min.node.size27
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.279741317033768
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
0.9502
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8758
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7452
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26863.112
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.214
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
0.8758
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.876
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.876
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.438
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3027
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6124
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1359.865
UserCPU time millis
780.771
UserCPU time millis testing
38.296
UserCPU time millis training
742.475