Run
8773527

Run 8773527

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 04-01-2018 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.trees508
mlr.classif.ranger(16)_mtry174
mlr.classif.ranger(16)_min.node.size375
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.165247804787941
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.991
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9734
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7501
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1451.2572
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0638
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
0.9758
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9759
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9759
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5517
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1622
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6749
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1363.5087
UserCPU time millis
200.546
UserCPU time millis testing
1.438
UserCPU time millis training
199.108