Run
8771854

Run 8771854

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.trees1161
mlr.classif.ranger(16)_mtry270
mlr.classif.ranger(16)_min.node.size54
mlr.classif.ranger(16)_sample.fraction0.345816896785982
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
0.9697
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9421
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7922
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1377.8008
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.143
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
0.9491
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.946
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.946
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4861
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2219
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5788
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1367.2712
UserCPU time millis
770.862
UserCPU time millis testing
1.077
UserCPU time millis training
769.785