Run
8529605

Run 8529605

Task 146803 (Supervised Classification) credit-g Uploaded 15-11-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1366
mlr.classif.ranger(9)_mtry18
mlr.classif.ranger(9)_min.node.size174
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.62729044968728
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.7641
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7134
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2896
Cross-validation details (10-fold Crossvalidation)
KB relative information score
148.9425
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3525
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7183
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.738
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.738
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.839
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4163
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9084
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2013.5146
UserCPU time millis
4.004
UserCPU time millis testing
0.288
UserCPU time millis training
3.716