Run
8653178

Run 8653178

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.trees12
mlr.classif.ranger(15)_mtry32
mlr.classif.ranger(15)_min.node.size1
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.618564197397791
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
0.8075
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8772
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2375
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-278.2844
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1483
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
0.8726
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8983
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.478
Cross-validation details (10-fold Crossvalidation)
Recall
0.8983
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8054
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.282
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9304
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1390.0918
UserCPU time millis
0.48
UserCPU time millis testing
0.02
UserCPU time millis training
0.46