Run
8788597

Run 8788597

Task 145853 (Supervised Classification) madelon Uploaded 12-01-2018 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.trees1382
mlr.classif.ranger(16)_mtry205
mlr.classif.ranger(16)_min.node.size80
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.315890540718101
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
0.8371
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7513
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5046
Cross-validation details (10-fold Crossvalidation)
KB relative information score
641.9514
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.395
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
0.7563
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7523
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7523
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.79
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4225
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8451
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1235.1932
UserCPU time millis
403.786
UserCPU time millis testing
1.915
UserCPU time millis training
401.871