Run
8844469

Run 8844469

Task 145854 (Supervised Classification) nomao Uploaded 26-01-2018 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.trees41
mlr.classif.ranger(9)_mtry96
mlr.classif.ranger(9)_min.node.size3513
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.301985194906592
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
0.9244
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8673
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6787
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17398.5272
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.205
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
0.8697
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8658
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8658
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5024
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3104
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6873
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1854.1098
UserCPU time millis
32.466
UserCPU time millis testing
0.429
UserCPU time millis training
32.037