Run
8792469

Run 8792469

Task 145854 (Supervised Classification) nomao Uploaded 16-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees422
mlr.classif.ranger(16)_mtry54
mlr.classif.ranger(16)_min.node.size2109
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.154033303027973
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9454
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8687
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.68
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17518.8193
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2062
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
0.8696
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8681
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8681
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5053
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3049
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6749
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1377.8478
UserCPU time millis
153.051
UserCPU time millis testing
2.732
UserCPU time millis training
150.319