Run
5708111

Run 5708111

Task 3950 (Supervised Classification) musk Uploaded 13-07-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot7 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1979
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_sample.fraction0.295890347030945
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
0.9905
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9466
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7819
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3847.2779
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.115
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2608
Cross-validation details (10-fold Crossvalidation)
Number of instances
6598
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9533
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9506
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6204
Cross-validation details (10-fold Crossvalidation)
Recall
0.9506
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.441
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3611
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1984
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5495
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1258.6571
UserCPU time millis
245.038
UserCPU time millis testing
20.479
UserCPU time millis training
224.559