Run
8552033

Run 8552033

Task 145853 (Supervised Classification) madelon Uploaded 22-11-2017 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(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees716
mlr.classif.ranger(15)_mtry261
mlr.classif.ranger(15)_min.node.size546
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.48394431155175
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.7021
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6362
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2762
Cross-validation details (10-fold Crossvalidation)
KB relative information score
292.0991
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4548
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
0.6411
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6381
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6381
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9096
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4696
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9392
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1379.0314
UserCPU time millis
42.31
UserCPU time millis testing
0.57
UserCPU time millis training
41.74