Run
8770183

Run 8770183

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.trees274
mlr.classif.ranger(16)_mtry6
mlr.classif.ranger(16)_min.node.size2897
mlr.classif.ranger(16)_sample.fraction0.371385948150419
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
0.8635
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7854
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5583
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17817.6369
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3127
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
0.7888
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7883
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7883
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6399
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3852
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7793
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1373.824
UserCPU time millis
27.416
UserCPU time millis testing
1.505
UserCPU time millis training
25.911