Run
8612130

Run 8612130

Task 145848 (Supervised Classification) ilpd Uploaded 03-12-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1056
mlr.classif.ranger(9)_mtry7
mlr.classif.ranger(9)_min.node.size19
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.18775738584809
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
0.7341
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6648
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.139
Cross-validation details (10-fold Crossvalidation)
KB relative information score
55.7433
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3541
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4091
Cross-validation details (10-fold Crossvalidation)
Number of instances
583
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.664
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7067
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.7067
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8656
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4196
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9281
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1866.5348
UserCPU time millis
1.76
UserCPU time millis testing
0.188
UserCPU time millis training
1.572