Run
8406269

Run 8406269

Task 145854 (Supervised Classification) nomao Uploaded 01-11-2017 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.trees962
mlr.classif.ranger(13)_mtry20
mlr.classif.ranger(13)_min.node.size13
mlr.classif.ranger(13)_sample.fraction0.617525691119954
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
0.9937
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.966
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9166
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29294.9686
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0655
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.966
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9661
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9661
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1604
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1631
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3611
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1259.5138
UserCPU time millis
3775.715
UserCPU time millis testing
59.856
UserCPU time millis training
3715.859