Run
8656328

Run 8656328

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.trees820
mlr.classif.ranger(15)_mtry3
mlr.classif.ranger(15)_min.node.size3
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.686326361913234
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
0.9383
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8809
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7359
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11449.4579
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1922
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
0.8821
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8826
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9355
Cross-validation details (10-fold Crossvalidation)
Recall
0.8826
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4214
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4775
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2972
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6225
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1395.1949
UserCPU time millis
500.7
UserCPU time millis testing
10.72
UserCPU time millis training
489.98