Run
8661826

Run 8661826

Task 146012 (Supervised Classification) electricity Uploaded 21-12-2017 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees557
mlr.classif.ranger(16)_mtry6
mlr.classif.ranger(16)_min.node.size128
mlr.classif.ranger(16)_sample.fraction0.19477712016087
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9161
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8325
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6564
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23055.1561
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2543
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
0.8326
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8331
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8331
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5204
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3422
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6923
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
881.6531
UserCPU time millis
271.668
UserCPU time millis testing
14.164
UserCPU time millis training
257.504