OpenML
8265528

Run 8265528

Task 3917 (Supervised Classification) kc1 Uploaded 27-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees782
mlr.classif.ranger(9)_mtry8
mlr.classif.ranger(9)_min.node.size60
mlr.classif.ranger(9)_sample.fraction0.294366240431555
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
0.8173
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8216
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2326
Cross-validation details (10-fold Crossvalidation)
KB relative information score
61.0865
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2127
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2616
Cross-validation details (10-fold Crossvalidation)
Number of instances
2109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8237
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8535
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.622
Cross-validation details (10-fold Crossvalidation)
Recall
0.8535
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.813
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3615
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.326
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9017
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1811.4682
UserCPU time millis
5.031
UserCPU time millis testing
0.523
UserCPU time millis training
4.508