Run
8686218

Run 8686218

Task 3485 (Supervised Classification) scene Uploaded 25-12-2017 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.trees524
mlr.classif.ranger(9)_mtry85
mlr.classif.ranger(9)_min.node.size8
mlr.classif.ranger(9)_sample.fraction0.405243570613675
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
0.9615
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9238
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7225
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1147.588
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1651
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
0.9357
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9306
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9306
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5612
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2449
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6387
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1839.7252
UserCPU time millis
125.547
UserCPU time millis testing
0.485
UserCPU time millis training
125.062