Run
8649952

Run 8649952

Task 145847 (Supervised Classification) hill-valley Uploaded 13-12-2017 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(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1745
mlr.classif.ranger(15)_mtry12
mlr.classif.ranger(15)_min.node.size33
mlr.classif.ranger(15)_sample.fraction0.549715548800305
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.5708
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5392
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0792
Cross-validation details (10-fold Crossvalidation)
KB relative information score
45.0246
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4848
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5397
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5396
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5396
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9696
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4987
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9974
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1350.579
UserCPU time millis
60.28
UserCPU time millis testing
1
UserCPU time millis training
59.28