Run
8067340

Run 8067340

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.trees201
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size3
mlr.classif.ranger(9)_sample.fraction0.137324569560587
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.984
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9585
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5264
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1399.7519
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0601
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
0.9667
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9659
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9659
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5882
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1558
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6895
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1859.8849
UserCPU time millis
1.819
UserCPU time millis testing
0.183
UserCPU time millis training
1.636