Run
8733244

Run 8733244

Task 145847 (Supervised Classification) hill-valley Uploaded 29-12-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees485
mlr.classif.ranger(9)_mtry36
mlr.classif.ranger(9)_min.node.size3
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.788712796103209
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.6202
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5939
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1881
Cross-validation details (10-fold Crossvalidation)
KB relative information score
114.8569
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4589
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5942
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5941
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5941
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9177
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4981
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9963
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1741.0847
UserCPU time millis
87.855
UserCPU time millis testing
0.487
UserCPU time millis training
87.368