Run
8630188

Run 8630188

Task 146803 (Supervised Classification) credit-g Uploaded 09-12-2017 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.trees927
mlr.classif.ranger(16)_mtry14
mlr.classif.ranger(16)_min.node.size89
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.838920333865099
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
0.777
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.738
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3532
Cross-validation details (10-fold Crossvalidation)
KB relative information score
185.8395
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3392
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7402
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.755
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.755
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8073
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.409
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8926
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1217.4022
UserCPU time millis
6
UserCPU time millis testing
0.36
UserCPU time millis training
5.64