Run
8369960

Run 8369960

Task 9970 (Supervised Classification) hill-valley Uploaded 31-10-2017 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.trees909
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size42
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.374425574927591
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
0.5141
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5056
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0149
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13.2218
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4954
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5075
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5074
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5074
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9908
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.503
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0061
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1260.2947
UserCPU time millis
25.567
UserCPU time millis testing
2.062
UserCPU time millis training
23.505