Run
8550541

Run 8550541

Task 145853 (Supervised Classification) madelon Uploaded 21-11-2017 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.trees637
mlr.classif.ranger(16)_mtry138
mlr.classif.ranger(16)_min.node.size105
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.143456558696926
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
0.7182
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6398
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2823
Cross-validation details (10-fold Crossvalidation)
KB relative information score
277.278
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4576
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
0.6433
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6412
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6412
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9151
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4682
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9365
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1335.0431
UserCPU time millis
32.326
UserCPU time millis testing
0.73
UserCPU time millis training
31.596