Run
7990333

Run 7990333

Task 146012 (Supervised Classification) electricity Uploaded 17-10-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1220
mlr.classif.ranger(9)_mtry8
mlr.classif.ranger(9)_min.node.size568
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.202693798579276
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
0.8871
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8092
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6087
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20507.8145
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.282
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
0.8091
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8098
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8098
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5771
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3667
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7419
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1839.1303
UserCPU time millis
203.402
UserCPU time millis testing
11.901
UserCPU time millis training
191.501