Run
8208042

Run 8208042

Task 146012 (Supervised Classification) electricity Uploaded 23-10-2017 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.trees1587
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size933
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.763259658077732
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
0.899
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8186
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6274
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20949.6271
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2781
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
0.8189
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8195
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8195
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5691
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3585
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7253
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1765.752
UserCPU time millis
416.116
UserCPU time millis testing
22.148
UserCPU time millis training
393.968