Run
8658763

Run 8658763

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.trees1220
mlr.classif.ranger(16)_mtry130
mlr.classif.ranger(16)_min.node.size22
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.545377612789162
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
0.91
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8403
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6808
Cross-validation details (10-fold Crossvalidation)
KB relative information score
961.6191
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3399
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
0.8407
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8404
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8404
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6797
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.375
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7501
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1366.3939
UserCPU time millis
479.724
UserCPU time millis testing
1.654
UserCPU time millis training
478.07