Run
8534956

Run 8534956

Task 145854 (Supervised Classification) nomao Uploaded 16-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees137
mlr.classif.ranger(15)_mtry25
mlr.classif.ranger(15)_min.node.size104
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.202436677622609
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9873
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9491
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.875
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26889.1643
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0946
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
0.9491
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9493
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9493
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2318
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1993
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4411
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1334.5743
UserCPU time millis
93.14
UserCPU time millis testing
1.65
UserCPU time millis training
91.49