Run
8589860

Run 8589860

Task 146012 (Supervised Classification) electricity Uploaded 29-11-2017 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(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees936
mlr.classif.ranger(15)_mtry1
mlr.classif.ranger(15)_min.node.size34
mlr.classif.ranger(15)_sample.fraction0.127492311946116
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.905
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8235
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6369
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19018.5536
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3036
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
0.826
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8253
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8253
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6214
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3614
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7312
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1315.0072
UserCPU time millis
141.33
UserCPU time millis testing
16.59
UserCPU time millis training
124.74