Run
8801691

Run 8801691

Task 9970 (Supervised Classification) hill-valley Uploaded 21-01-2018 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees285
mlr.classif.ranger(9)_mtry63
mlr.classif.ranger(9)_min.node.size7
mlr.classif.ranger(9)_sample.fraction0.277851094980724
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
0.5767
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5338
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0677
Cross-validation details (10-fold Crossvalidation)
KB relative information score
50.5404
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4828
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
0.5338
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5338
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5338
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9656
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9963
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1875.5079
UserCPU time millis
21.374
UserCPU time millis testing
0.281
UserCPU time millis training
21.093