Run
8544042

Run 8544042

Task 146803 (Supervised Classification) credit-g Uploaded 19-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1678
mlr.classif.ranger(15)_mtry10
mlr.classif.ranger(15)_min.node.size33
mlr.classif.ranger(15)_sample.fraction0.17193978112191
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.7885
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7095
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2784
Cross-validation details (10-fold Crossvalidation)
KB relative information score
150.2319
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3561
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7325
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.746
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.746
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8476
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.41
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8948
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1302.3351
UserCPU time millis
3.69
UserCPU time millis testing
0.43
UserCPU time millis training
3.26