Run
8009803

Run 8009803

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 17-10-2017 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.trees224
mlr.classif.ranger(9)_mtry101
mlr.classif.ranger(9)_min.node.size1872
mlr.classif.ranger(9)_sample.fraction0.261855043517426
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
0.9913
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9659
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6705
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1210.5101
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0651
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
0.9703
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9701
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9701
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5631
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1637
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6811
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1850.2875
UserCPU time millis
51.705
UserCPU time millis testing
0.718
UserCPU time millis training
50.987