Run
8855801

Run 8855801

Task 145854 (Supervised Classification) nomao Uploaded 29-01-2018 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.trees644
mlr.classif.ranger(9)_mtry22
mlr.classif.ranger(9)_min.node.size2840
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.961669608973898
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
0.9813
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9271
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8182
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24450.4621
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1258
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
0.929
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9288
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9288
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3083
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2272
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5029
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1662.3973
UserCPU time millis
334.51
UserCPU time millis testing
3.975
UserCPU time millis training
330.535