Run
8773531

Run 8773531

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 04-01-2018 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.trees1303
mlr.classif.ranger(16)_mtry197
mlr.classif.ranger(16)_min.node.size3516
mlr.classif.ranger(16)_sample.fraction0.686033534677699
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
0.9875
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9731
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7591
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1866.9651
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0634
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9728
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9741
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9741
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5487
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1672
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6957
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1361.0505
UserCPU time millis
1523.563
UserCPU time millis testing
3.81
UserCPU time millis training
1519.753