Run
8759477

Run 8759477

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 31-12-2017 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.trees749
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size14
mlr.classif.ranger(9)_sample.fraction0.599191247927956
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
0.9982
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9842
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8563
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6638.9722
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0479
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
0.9849
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.985
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.985
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4141
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1189
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4946
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1738.3274
UserCPU time millis
69.32
UserCPU time millis testing
3.101
UserCPU time millis training
66.219