Run
8794129

Run 8794129

Task 145854 (Supervised Classification) nomao Uploaded 17-01-2018 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.trees1823
mlr.classif.ranger(9)_mtry79
mlr.classif.ranger(9)_min.node.size1233
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.284557304624468
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
0.9769
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.917
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7912
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24509.8932
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1218
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
0.9219
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9199
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9199
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2985
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2337
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5173
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1713.5877
UserCPU time millis
3003.229
UserCPU time millis testing
22.212
UserCPU time millis training
2981.017