Run
8752964

Run 8752964

Task 3485 (Supervised Classification) scene Uploaded 30-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees96
mlr.classif.ranger(9)_mtry7
mlr.classif.ranger(9)_min.node.size101
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.481214544666
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9213
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8185
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3067
Cross-validation details (10-fold Crossvalidation)
KB relative information score
543.6973
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2197
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8725
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8579
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.8579
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7467
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3069
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8005
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1766.9845
UserCPU time millis
3.408
UserCPU time millis testing
0.329
UserCPU time millis training
3.079