Run
8361992

Run 8361992

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.trees42
mlr.classif.ranger(13)_mtry8
mlr.classif.ranger(13)_min.node.size22
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.914788711955771
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
0.9264
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.872
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7163
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11419.5471
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1894
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
0.8728
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8737
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9355
Cross-validation details (10-fold Crossvalidation)
Recall
0.8737
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4153
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4775
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3092
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6475
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1236.6021
UserCPU time millis
360.265
UserCPU time millis testing
3.747
UserCPU time millis training
356.518