Run
7727830

Run 7727830

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.trees748
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.109548296756111
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
0.9406
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8613
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7156
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25446.7326
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2297
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
0.8614
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8617
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8617
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4702
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3158
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.639
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1290.6212
UserCPU time millis
806.82
UserCPU time millis testing
56.883
UserCPU time millis training
749.937