Run
8724602

Run 8724602

Task 145854 (Supervised Classification) nomao Uploaded 29-12-2017 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.trees1742
mlr.classif.ranger(9)_mtry88
mlr.classif.ranger(9)_min.node.size869
mlr.classif.ranger(9)_sample.fraction0.635768554056995
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
0.9818
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.935
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8389
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25772.7647
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1057
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9353
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9358
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9358
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2591
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2188
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4844
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1713.651
UserCPU time millis
3944.39
UserCPU time millis testing
14.935
UserCPU time millis training
3929.455