OpenML
8305495

Run 8305495

Task 3485 (Supervised Classification) scene Uploaded 29-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees42
mlr.classif.ranger(13)_mtry6
mlr.classif.ranger(13)_min.node.size78
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.371703299577348
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9138
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8134
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2867
Cross-validation details (10-fold Crossvalidation)
KB relative information score
499.1293
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2235
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8664
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8546
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.8546
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7596
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3112
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8116
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1289.4773
UserCPU time millis
11.273
UserCPU time millis testing
1.116
UserCPU time millis training
10.157