Run
8692254

Run 8692254

Task 145854 (Supervised Classification) nomao Uploaded 26-12-2017 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.trees82
mlr.classif.ranger(16)_mtry94
mlr.classif.ranger(16)_min.node.size35
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.731195515207946
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
0.9916
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9626
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9084
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29273.8163
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0642
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
0.9626
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9627
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9627
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1573
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1703
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.377
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1372.8394
UserCPU time millis
739.459
UserCPU time millis testing
1.316
UserCPU time millis training
738.143