Run
8658794

Run 8658794

Task 145853 (Supervised Classification) madelon Uploaded 17-12-2017 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.trees82
mlr.classif.ranger(16)_mtry396
mlr.classif.ranger(16)_min.node.size15
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.731195515207946
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
0.9143
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.845
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.69
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1266.1933
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2777
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8451
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.845
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.845
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5554
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3461
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6923
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1365.8458
UserCPU time millis
139.576
UserCPU time millis testing
0.419
UserCPU time millis training
139.157