Run
8361419

Run 8361419

Task 3954 (Supervised Classification) MagicTelescope 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.trees617
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size168
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.83813310614787
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
0.9258
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8629
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6955
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10309.1696
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2206
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.456
Cross-validation details (10-fold Crossvalidation)
Number of instances
19020
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8647
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8654
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9355
Cross-validation details (10-fold Crossvalidation)
Recall
0.8654
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4839
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4775
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3159
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6616
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1253.2061
UserCPU time millis
1714.246
UserCPU time millis testing
21.063
UserCPU time millis training
1693.183