Run
8366729

Run 8366729

Task 145853 (Supervised Classification) madelon 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.trees439
mlr.classif.ranger(13)_mtry6
mlr.classif.ranger(13)_min.node.size1
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.818998193717562
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
0.7297
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.657
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3146
Cross-validation details (10-fold Crossvalidation)
KB relative information score
178.726
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.474
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6579
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6573
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6573
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9479
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4775
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9551
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1279.521
UserCPU time millis
121.259
UserCPU time millis testing
6.038
UserCPU time millis training
115.221