Run
8652369

Run 8652369

Task 9977 (Supervised Classification) nomao Uploaded 15-12-2017 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(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees228
mlr.classif.ranger(15)_mtry3
mlr.classif.ranger(15)_min.node.size33
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.938331359229051
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9938
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9631
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9091
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27701.9886
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0894
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
0.9631
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9633
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9633
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2192
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1748
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.387
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1490.6981
UserCPU time millis
113.94
UserCPU time millis testing
4.99
UserCPU time millis training
108.95