Run
8760252

Run 8760252

Task 145853 (Supervised Classification) madelon Uploaded 31-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1879
mlr.classif.ranger(9)_mtry371
mlr.classif.ranger(9)_min.node.size333
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.491120140999556
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.7613
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6869
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3792
Cross-validation details (10-fold Crossvalidation)
KB relative information score
479.1421
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4213
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
0.6965
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6896
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6896
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8426
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4483
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8966
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1725.3223
UserCPU time millis
224.025
UserCPU time millis testing
1.085
UserCPU time millis training
222.94