Run
8771779

Run 8771779

Task 3485 (Supervised Classification) scene Uploaded 03-01-2018 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.trees901
mlr.classif.ranger(16)_mtry244
mlr.classif.ranger(16)_min.node.size12
mlr.classif.ranger(16)_sample.fraction0.916339780832641
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
0.9768
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9641
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8734
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1681.5247
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1034
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
0.9668
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9655
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9655
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3515
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1828
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4767
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1366.6466
UserCPU time millis
1207.857
UserCPU time millis testing
0.872
UserCPU time millis training
1206.985