Run
8778502

Run 8778502

Task 145854 (Supervised Classification) nomao Uploaded 05-01-2018 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.trees148
mlr.classif.ranger(16)_mtry111
mlr.classif.ranger(16)_min.node.size81
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.567152209067717
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
0.9899
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.956
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8921
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28439.9078
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0742
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
0.956
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.956
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.956
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1818
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1831
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4054
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1368.4843
UserCPU time millis
946.015
UserCPU time millis testing
1.788
UserCPU time millis training
944.227