Run
8855811

Run 8855811

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.trees709
mlr.classif.ranger(9)_mtry55
mlr.classif.ranger(9)_min.node.size8524
mlr.classif.ranger(9)_sample.fraction0.940664824913256
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
0.9684
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9094
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.775
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21186.8759
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1677
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
0.9097
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9108
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9108
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.411
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2616
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5791
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1741.3866
UserCPU time millis
683.548
UserCPU time millis testing
4.294
UserCPU time millis training
679.254