Run
8544062

Run 8544062

Task 146803 (Supervised Classification) credit-g Uploaded 19-11-2017 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.trees1610
mlr.classif.ranger(15)_mtry10
mlr.classif.ranger(15)_min.node.size104
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.782797922147438
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
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
0.78
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7255
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3192
Cross-validation details (10-fold Crossvalidation)
KB relative information score
171.3689
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3462
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
0.7339
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.75
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.75
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.824
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4093
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8931
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1340.2658
UserCPU time millis
6.37
UserCPU time millis testing
0.44
UserCPU time millis training
5.93