Run
8781417

Run 8781417

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 08-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1185
mlr.classif.ranger(16)_mtry58
mlr.classif.ranger(16)_min.node.size401
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.943690546532162
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9981
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9886
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8984
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7693.9583
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0342
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
0.9887
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9889
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9889
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.296
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1042
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4337
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1365.4588
UserCPU time millis
631.104
UserCPU time millis testing
3.604
UserCPU time millis training
627.5