Run
8355859

Run 8355859

Task 3954 (Supervised Classification) MagicTelescope Uploaded 31-10-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees714
mlr.classif.ranger(13)_mtry7
mlr.classif.ranger(13)_min.node.size199
mlr.classif.ranger(13)_sample.fraction0.909929185616784
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
0.9249
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8622
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6939
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10483.1987
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2153
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
0.8641
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8647
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9355
Cross-validation details (10-fold Crossvalidation)
Recall
0.8647
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4722
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4775
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3156
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.661
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1267.9243
UserCPU time millis
2667.449
UserCPU time millis testing
22.905
UserCPU time millis training
2644.544