Run
8605292

Run 8605292

Task 146803 (Supervised Classification) credit-g Uploaded 02-12-2017 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.trees116
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size253
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.944958787574433
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
0.7796
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5811
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0093
Cross-validation details (10-fold Crossvalidation)
KB relative information score
82.377
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3874
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.791
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.702
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.702
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9219
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4286
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9354
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1855.3856
UserCPU time millis
0.587
UserCPU time millis testing
0.059
UserCPU time millis training
0.528