Run
8369694

Run 8369694

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.trees1170
mlr.classif.ranger(13)_mtry8
mlr.classif.ranger(13)_min.node.size15
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.467303038365208
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
0.7304
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6535
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3077
Cross-validation details (10-fold Crossvalidation)
KB relative information score
172.6782
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4749
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
0.6545
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6538
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6538
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9499
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4781
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9562
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1262.9224
UserCPU time millis
182.534
UserCPU time millis testing
7.663
UserCPU time millis training
174.871