Run
7977877

Run 7977877

Task 9977 (Supervised Classification) nomao Uploaded 17-10-2017 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.trees198
mlr.classif.ranger(9)_mtry70
mlr.classif.ranger(9)_min.node.size970
mlr.classif.ranger(9)_sample.fraction0.768045859737322
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
0.9828
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.936
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8416
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25870.6484
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1051
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
0.9363
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9368
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9368
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2574
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2166
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4795
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1853.454
UserCPU time millis
385.152
UserCPU time millis testing
1.616
UserCPU time millis training
383.536