Run
8759911

Run 8759911

Task 145854 (Supervised Classification) nomao 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.trees8
mlr.classif.ranger(9)_mtry39
mlr.classif.ranger(9)_min.node.size18
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.129810726246797
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
0.9865
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9521
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8824
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27915.6723
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0805
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9521
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9523
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9523
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1973
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1917
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4244
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1725.2984
UserCPU time millis
7.561
UserCPU time millis testing
0.412
UserCPU time millis training
7.149