Run
8363186

Run 8363186

Task 3954 (Supervised Classification) MagicTelescope Uploaded 31-10-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees529
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size487
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.961526642204262
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.9162
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.85
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.666
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9495.2637
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2414
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
0.8528
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8533
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9355
Cross-validation details (10-fold Crossvalidation)
Recall
0.8533
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5293
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4775
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3287
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6884
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1230.6042
UserCPU time millis
839.501
UserCPU time millis testing
14.572
UserCPU time millis training
824.929