Run
8786534

Run 8786534

Task 9970 (Supervised Classification) hill-valley Uploaded 12-01-2018 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.trees687
mlr.classif.ranger(9)_mtry55
mlr.classif.ranger(9)_min.node.size12
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.40603475375101
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
0.595
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5726
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1452
Cross-validation details (10-fold Crossvalidation)
KB relative information score
69.2186
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4764
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5726
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5726
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5726
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9528
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9947
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1818.3737
UserCPU time millis
85.113
UserCPU time millis testing
0.382
UserCPU time millis training
84.731