Run
8361551

Run 8361551

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.trees550
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size44
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.830156783782877
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
0.9334
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8732
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7188
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11119.3489
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1998
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
0.8745
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8751
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9355
Cross-validation details (10-fold Crossvalidation)
Recall
0.8751
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4382
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4775
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3041
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6368
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1264.4055
UserCPU time millis
2035.917
UserCPU time millis testing
24.172
UserCPU time millis training
2011.745