Run
1854867

Run 1854867

Task 3954 (Supervised Classification) MagicTelescope Uploaded 27-03-2017 by Philipp Probst
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(7)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(7)_num.trees740
mlr.classif.ranger(7)_mtry9
mlr.classif.ranger(7)_sample.fraction0.300582787045278
mlr.classif.ranger(7)_respect.unordered.factorsTRUE
mlr.classif.ranger(7)_num.threads1
mlr.classif.ranger(7)_verboseFALSE
mlr.classif.ranger(7)_openml.seed1
mlr.classif.ranger(7)_openml.kindMersenne-Twister
mlr.classif.ranger(7)_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.

17 Evaluation measures

Area under ROC curve
0.9327
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8737
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7197
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11124.5178
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1997
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
0.8752
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8757
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9355
Cross-validation details (10-fold Crossvalidation)
Recall
0.8757
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4379
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4775
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3044
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6376
Cross-validation details (10-fold Crossvalidation)