Run
8544095

Run 8544095

Task 146803 (Supervised Classification) credit-g Uploaded 19-11-2017 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.trees1560
mlr.classif.ranger(15)_mtry2
mlr.classif.ranger(15)_min.node.size21
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.276992400013842
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
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
0.7947
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6627
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1728
Cross-validation details (10-fold Crossvalidation)
KB relative information score
132.2869
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3668
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
0.7348
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.731
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.731
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8729
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4141
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9036
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1392.9607
UserCPU time millis
4.42
UserCPU time millis testing
0.54
UserCPU time millis training
3.88