Run
8857586

Run 8857586

Task 9977 (Supervised Classification) nomao Uploaded 30-01-2018 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.trees1217
mlr.classif.ranger(9)_mtry39
mlr.classif.ranger(9)_min.node.size1070
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.21237854748033
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
0.9796
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9192
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.797
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24223.2855
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1284
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
0.9235
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9218
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9218
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3147
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2322
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5141
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1734.2107
UserCPU time millis
440.989
UserCPU time millis testing
7.762
UserCPU time millis training
433.227