Run
8842906

Run 8842906

Task 3485 (Supervised Classification) scene Uploaded 26-01-2018 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.trees897
mlr.classif.ranger(9)_mtry142
mlr.classif.ranger(9)_min.node.size66
mlr.classif.ranger(9)_sample.fraction0.689426717464812
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
0.9714
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9445
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8012
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1420.2018
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1372
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
0.9509
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9481
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9481
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4663
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2163
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5641
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1847.2753
UserCPU time millis
400.826
UserCPU time millis testing
0.72
UserCPU time millis training
400.106