Run
8430010

Run 8430010

Task 146012 (Supervised Classification) electricity Uploaded 02-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1149
mlr.classif.ranger(13)_mtry11
mlr.classif.ranger(13)_min.node.size480
mlr.classif.ranger(13)_sample.fraction0.614116854709573
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9124
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8293
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6499
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22737.1153
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2574
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
0.8294
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8299
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8299
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5267
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3457
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6994
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1305.2578
UserCPU time millis
2261.986
UserCPU time millis testing
63.591
UserCPU time millis training
2198.395