Run
8355448

Run 8355448

Task 3896 (Supervised Classification) ada_agnostic Uploaded 31-10-2017 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.trees504
mlr.classif.ranger(13)_mtry29
mlr.classif.ranger(13)_min.node.size3
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.522573577146977
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
0.8931
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8436
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5691
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1901.6666
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2075
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8426
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8488
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8488
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5561
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3277
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7587
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1258.668
UserCPU time millis
205.487
UserCPU time millis testing
6.1
UserCPU time millis training
199.387