Run
8318818

Run 8318818

Task 145854 (Supervised Classification) nomao Uploaded 30-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees182
mlr.classif.ranger(13)_mtry17
mlr.classif.ranger(13)_min.node.size222
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.302891175332479
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9863
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9439
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8615
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26215.109
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1034
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
0.9439
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9443
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9443
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2533
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2061
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4562
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1241.6698
UserCPU time millis
323.974
UserCPU time millis testing
9.285
UserCPU time millis training
314.689