Run
8756559

Run 8756559

Task 145853 (Supervised Classification) madelon Uploaded 30-12-2017 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.trees1134
mlr.classif.ranger(9)_mtry12
mlr.classif.ranger(9)_min.node.size60
mlr.classif.ranger(9)_sample.fraction0.655083754099905
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
0.7429
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6667
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3346
Cross-validation details (10-fold Crossvalidation)
KB relative information score
199.2736
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4709
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
0.6685
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6673
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6673
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9417
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4747
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9495
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1736.9764
UserCPU time millis
44.41
UserCPU time millis testing
1.428
UserCPU time millis training
42.982