Run
8592343

Run 8592343

Task 145854 (Supervised Classification) nomao Uploaded 29-11-2017 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.trees655
mlr.classif.ranger(9)_mtry18
mlr.classif.ranger(9)_min.node.size26
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.442564385291189
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
0.9926
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9627
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9084
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28778.7437
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0717
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
0.9626
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9627
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9627
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1712
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3789
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1818.4563
UserCPU time millis
543.466
UserCPU time millis testing
9.191
UserCPU time millis training
534.275