OpenML
8293461

Run 8293461

Task 145854 (Supervised Classification) nomao Uploaded 28-10-2017 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.trees619
mlr.classif.ranger(13)_mtry8
mlr.classif.ranger(13)_min.node.size7
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.338334343535826
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
0.9647
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9134
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28839.7969
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0721
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
0.9647
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9648
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9648
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1766
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1667
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3691
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1246.9122
UserCPU time millis
973.841
UserCPU time millis testing
39.211
UserCPU time millis training
934.63