Run
8731646

Run 8731646

Task 145853 (Supervised Classification) madelon Uploaded 29-12-2017 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.trees463
mlr.classif.ranger(9)_mtry9
mlr.classif.ranger(9)_min.node.size202
mlr.classif.ranger(9)_sample.fraction0.229693079227582
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
0.6697
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6077
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2154
Cross-validation details (10-fold Crossvalidation)
KB relative information score
69.4602
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4903
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
0.6077
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6077
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6077
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9806
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4912
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9825
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1762.3622
UserCPU time millis
4.597
UserCPU time millis testing
0.409
UserCPU time millis training
4.188