Run
8534998

Run 8534998

Task 145854 (Supervised Classification) nomao Uploaded 17-11-2017 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.trees858
mlr.classif.ranger(15)_mtry15
mlr.classif.ranger(15)_min.node.size44
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.136543321283534
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
0.9887
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9524
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.883
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27067.3133
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0933
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
0.9523
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9526
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9526
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2286
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1943
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4302
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1369.0027
UserCPU time millis
355.42
UserCPU time millis testing
12.13
UserCPU time millis training
343.29