Run
8656332

Run 8656332

Task 3954 (Supervised Classification) MagicTelescope Uploaded 16-12-2017 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.trees62
mlr.classif.ranger(15)_mtry7
mlr.classif.ranger(15)_min.node.size45
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.81702954932116
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
0.9293
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8707
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7132
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11192.1809
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1963
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
0.8719
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8727
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9355
Cross-validation details (10-fold Crossvalidation)
Recall
0.8727
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4304
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4775
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3076
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6443
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1331.2755
UserCPU time millis
85.99
UserCPU time millis testing
0.52
UserCPU time millis training
85.47