Run
8649912

Run 8649912

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.trees972
mlr.classif.ranger(15)_mtry14
mlr.classif.ranger(15)_min.node.size115
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.527598303882405
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
0.5622
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.537
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0759
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31.6512
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4896
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
0.5383
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.538
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.538
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9793
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4976
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9951
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1364.7925
UserCPU time millis
34.16
UserCPU time millis testing
0.46
UserCPU time millis training
33.7