Run
8559111

Run 8559111

Task 145854 (Supervised Classification) nomao Uploaded 25-11-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1530
mlr.classif.ranger(9)_mtry51
mlr.classif.ranger(9)_min.node.size4097
mlr.classif.ranger(9)_sample.fraction0.415976591757499
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
0.9566
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8719
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6874
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18211.8626
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1981
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
0.8726
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8713
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8713
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4855
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2929
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6484
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1797.629
UserCPU time millis
580.904
UserCPU time millis testing
8.483
UserCPU time millis training
572.421