Run
8745588

Run 8745588

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 30-12-2017 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.trees835
mlr.classif.ranger(9)_mtry155
mlr.classif.ranger(9)_min.node.size6736
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.856413227273151
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
0.9882
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9729
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7446
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1298.5843
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0645
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
0.9752
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9754
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9754
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5579
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1675
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6969
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1720.4927
UserCPU time millis
611.366
UserCPU time millis testing
2.103
UserCPU time millis training
609.263