Run
8388008

Run 8388008

Task 145854 (Supervised Classification) nomao Uploaded 01-11-2017 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.trees1332
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size4
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.198415853315964
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
0.9851
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.926
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.814
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18780.534
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2101
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9308
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9284
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9284
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5149
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2669
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5908
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1269.3875
UserCPU time millis
875.863
UserCPU time millis testing
63.47
UserCPU time millis training
812.393