Run
8053495

Run 8053495

Task 146012 (Supervised Classification) electricity Uploaded 18-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees783
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size96
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.289501376706175
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9303
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8474
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6871
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24497.8792
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2389
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
0.8475
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8479
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8479
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4889
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3276
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6627
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1844.6953
UserCPU time millis
205.585
UserCPU time millis testing
11.366
UserCPU time millis training
194.219