Run
8656316

Run 8656316

Task 3954 (Supervised Classification) MagicTelescope Uploaded 15-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1236
mlr.classif.ranger(15)_mtry2
mlr.classif.ranger(15)_min.node.size35
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.369268457079306
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9313
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8708
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.713
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10294.2719
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2232
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
0.8729
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8731
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9355
Cross-validation details (10-fold Crossvalidation)
Recall
0.8731
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4894
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4775
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3112
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6518
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1504.791
UserCPU time millis
297.13
UserCPU time millis testing
10.07
UserCPU time millis training
287.06