Run
8752997

Run 8752997

Task 3485 (Supervised Classification) scene Uploaded 30-12-2017 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.trees74
mlr.classif.ranger(9)_mtry264
mlr.classif.ranger(9)_min.node.size32
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.805572589067742
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
0.9721
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9632
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8701
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1810.9125
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0815
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.966
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9647
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9647
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2771
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1735
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4525
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1713.4448
UserCPU time millis
109.805
UserCPU time millis testing
0.356
UserCPU time millis training
109.449