Run
7974380

Run 7974380

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.trees977
mlr.classif.ranger(9)_mtry7
mlr.classif.ranger(9)_min.node.size929
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.551735307718627
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
0.8935
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8148
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6203
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21100.0642
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2753
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
0.8147
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8153
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8153
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5635
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3618
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.732
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1794.5001
UserCPU time millis
188.714
UserCPU time millis testing
9.161
UserCPU time millis training
179.553