Run
8129241

Run 8129241

Task 9889 (Supervised Classification) wilt Uploaded 18-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1691
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size51
mlr.classif.ranger(9)_sample.fraction0.216101651825011
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
0.9858
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9682
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6548
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1526.1032
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0537
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9706
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9719
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9719
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5257
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1448
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6408
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1865.6428
UserCPU time millis
16.142
UserCPU time millis testing
1.584
UserCPU time millis training
14.558