Run
8781397

Run 8781397

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 08-01-2018 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1125
mlr.classif.ranger(16)_mtry146
mlr.classif.ranger(16)_min.node.size668
mlr.classif.ranger(16)_sample.fraction0.87201514991466
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
0.9965
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9838
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.855
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7570.0417
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0344
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9839
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9844
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9844
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2979
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1103
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4591
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1373.9725
UserCPU time millis
1137.61
UserCPU time millis testing
3.125
UserCPU time millis training
1134.485