Run
8293307

Run 8293307

Task 145854 (Supervised Classification) nomao Uploaded 28-10-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1591
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size767
mlr.classif.ranger(13)_sample.fraction0.583067164989188
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.979
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9027
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7538
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16586.6484
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2349
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
0.9119
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9074
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9074
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5757
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2902
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6425
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1320.7832
UserCPU time millis
813.701
UserCPU time millis testing
59.291
UserCPU time millis training
754.41