Run
8790819

Run 8790819

Task 145854 (Supervised Classification) nomao Uploaded 15-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees136
mlr.classif.ranger(16)_mtry84
mlr.classif.ranger(16)_min.node.size406
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.77140660372097
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9864
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.948
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8724
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27295.3418
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0884
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
0.9479
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.948
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.948
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2167
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1995
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4416
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1362.1542
UserCPU time millis
736.402
UserCPU time millis testing
1.616
UserCPU time millis training
734.786