Run
8650934

Run 8650934

Task 145853 (Supervised Classification) madelon Uploaded 13-12-2017 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.trees1896
mlr.classif.ranger(15)_mtry109
mlr.classif.ranger(15)_min.node.size13
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.931035835156217
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
0.9316
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.865
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.73
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1185.2345
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2976
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
0.8651
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.865
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.865
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5952
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.344
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6879
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1434.7336
UserCPU time millis
1105.52
UserCPU time millis testing
3.35
UserCPU time millis training
1102.17