Run
5926170

Run 5926170

Task 146012 (Supervised Classification) electricity Uploaded 13-07-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot24 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees640
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_sample.fraction0.180903586186469
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9506
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8767
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7472
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26823.2332
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2149
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
0.8768
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.877
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.877
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4399
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3022
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6114
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1254.6499
UserCPU time millis
864.446
UserCPU time millis testing
52.115
UserCPU time millis training
812.331