Run
7727186

Run 7727186

Task 146012 (Supervised Classification) electricity Uploaded 09-09-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot23 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.trees583
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.311875563627109
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.9646
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8985
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7921
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29426.853
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1858
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
0.8985
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8987
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8987
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3803
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2776
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5617
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1307.2475
UserCPU time millis
1238.335
UserCPU time millis testing
50.088
UserCPU time millis training
1188.247