Run
8653217

Run 8653217

Task 3903 (Supervised Classification) pc3 Uploaded 15-12-2017 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.trees497
mlr.classif.ranger(15)_mtry5
mlr.classif.ranger(15)_min.node.size3
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.292856105417013
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
0.8431
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8634
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1115
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-287.9858
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1575
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1842
Cross-validation details (10-fold Crossvalidation)
Number of instances
1563
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.87
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8996
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.478
Cross-validation details (10-fold Crossvalidation)
Recall
0.8996
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8552
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2752
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9079
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1387.3414
UserCPU time millis
3.04
UserCPU time millis testing
0.22
UserCPU time millis training
2.82