Run
8561073

Run 8561073

Task 145972 (Supervised Classification) credit-g Uploaded 26-11-2017 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1626
mlr.classif.ranger(16)_mtry7
mlr.classif.ranger(16)_min.node.size102
mlr.classif.ranger(16)_sample.fraction0.993894180841744
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.7893
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.728
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3247
Cross-validation details (10-fold Crossvalidation)
KB relative information score
170.451
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3479
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
0.7415
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.755
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.755
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8281
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4071
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8883
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1370.5177
UserCPU time millis
7.134
UserCPU time millis testing
0.739
UserCPU time millis training
6.395