Run
8613629

Run 8613629

Task 145854 (Supervised Classification) nomao Uploaded 04-12-2017 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.trees1000
mlr.classif.ranger(9)_mtry52
mlr.classif.ranger(9)_min.node.size3097
mlr.classif.ranger(9)_sample.fraction0.33365640589036
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
0.9647
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9086
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7727
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20098.4511
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1784
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
0.909
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9101
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9101
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4372
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2694
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5964
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1853.9849
UserCPU time millis
413.226
UserCPU time millis testing
5.515
UserCPU time millis training
407.711