Run
8779724

Run 8779724

Task 3492 (Supervised Classification) monks-problems-1 Uploaded 07-01-2018 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.trees1635
mlr.classif.ranger(16)_mtry5
mlr.classif.ranger(16)_min.node.size108
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.791157969925553
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
0.9419
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7317
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4964
Cross-validation details (10-fold Crossvalidation)
KB relative information score
231.332
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3055
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
556
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8294
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7482
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7482
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6111
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3685
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.737
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1379.4114
UserCPU time millis
1.895
UserCPU time millis testing
0.257
UserCPU time millis training
1.638