Run
8844211

Run 8844211

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 26-01-2018 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees291
mlr.classif.ranger(9)_mtry97
mlr.classif.ranger(9)_min.node.size1904
mlr.classif.ranger(9)_sample.fraction0.27395348653663
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9911
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9662
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6739
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1245.3313
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0652
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9705
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9703
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9703
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5638
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1639
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6821
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1853.9121
UserCPU time millis
44.534
UserCPU time millis testing
0.593
UserCPU time millis training
43.941