Run
8783769

Run 8783769

Task 145854 (Supervised Classification) nomao Uploaded 10-01-2018 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.trees393
mlr.classif.ranger(16)_mtry5
mlr.classif.ranger(16)_min.node.size12134
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.578800924844108
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
0.9636
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8492
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.614
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12090.0199
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.284
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
0.8714
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8616
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8616
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6959
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3332
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7375
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1371.6283
UserCPU time millis
36.848
UserCPU time millis testing
2.248
UserCPU time millis training
34.6