Run
8429835

Run 8429835

Task 145853 (Supervised Classification) madelon Uploaded 02-11-2017 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.trees1535
mlr.classif.ranger(13)_mtry33
mlr.classif.ranger(13)_min.node.size77
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.879209540039301
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.8675
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7697
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5415
Cross-validation details (10-fold Crossvalidation)
KB relative information score
580.974
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4084
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7761
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7708
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7708
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8168
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4244
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8489
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1310.8413
UserCPU time millis
568.66
UserCPU time millis testing
8.172
UserCPU time millis training
560.488