Run
8243206

Run 8243206

Task 145972 (Supervised Classification) credit-g Uploaded 25-10-2017 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.trees1416
mlr.classif.ranger(9)_mtry19
mlr.classif.ranger(9)_min.node.size6
mlr.classif.ranger(9)_sample.fraction0.685354685178027
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
0.7891
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7622
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4168
Cross-validation details (10-fold Crossvalidation)
KB relative information score
206.9966
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3291
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7622
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.773
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.773
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7834
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4037
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.881
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1835.6405
UserCPU time millis
17.148
UserCPU time millis testing
1.406
UserCPU time millis training
15.742