Run
8501861

Run 8501861

Task 145854 (Supervised Classification) nomao Uploaded 08-11-2017 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.trees816
mlr.classif.ranger(9)_mtry18
mlr.classif.ranger(9)_min.node.size6753
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.325720323575661
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.9528
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8673
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6735
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14982.3296
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.245
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
0.8669
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8679
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8679
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6004
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3118
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6902
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1835.6541
UserCPU time millis
76.298
UserCPU time millis testing
4.138
UserCPU time millis training
72.16