Run
8263349

Run 8263349

Task 9889 (Supervised Classification) wilt Uploaded 27-10-2017 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.trees1943
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size168
mlr.classif.ranger(9)_sample.fraction0.568228501803242
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
0.9856
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.971
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6961
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1824.307
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0465
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
0.9712
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9731
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9731
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4553
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1371
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6068
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1873.4078
UserCPU time millis
29.75
UserCPU time millis testing
1.731
UserCPU time millis training
28.019