Run
8788998

Run 8788998

Task 145854 (Supervised Classification) nomao Uploaded 13-01-2018 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.trees460
mlr.classif.ranger(16)_mtry27
mlr.classif.ranger(16)_min.node.size19
mlr.classif.ranger(16)_sample.fraction0.288400447461754
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
0.9918
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.961
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9043
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28577.0341
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0741
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
0.961
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9611
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9611
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1815
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.175
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3875
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1254.871
UserCPU time millis
531.479
UserCPU time millis testing
5.905
UserCPU time millis training
525.574