Run
8255625

Run 8255625

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 26-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1635
mlr.classif.ranger(9)_mtry175
mlr.classif.ranger(9)_min.node.size1072
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.842807713034563
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.9906
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9814
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8313
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2749.0059
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0581
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9818
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9823
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9823
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5031
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1556
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6476
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1858.1654
UserCPU time millis
1443.266
UserCPU time millis testing
4.406
UserCPU time millis training
1438.86