Run
8769838

Run 8769838

Task 146803 (Supervised Classification) credit-g Uploaded 02-01-2018 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.trees1027
mlr.classif.ranger(9)_mtry15
mlr.classif.ranger(9)_min.node.size9
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.223214193293825
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
0.7958
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7444
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3684
Cross-validation details (10-fold Crossvalidation)
KB relative information score
195.8255
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3364
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
0.7486
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.762
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.762
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8006
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.402
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8771
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2136.0031
UserCPU time millis
3.851
UserCPU time millis testing
0.289
UserCPU time millis training
3.562