Run
8607782

Run 8607782

Task 146803 (Supervised Classification) credit-g Uploaded 02-12-2017 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.trees705
mlr.classif.ranger(15)_mtry11
mlr.classif.ranger(15)_min.node.size134
mlr.classif.ranger(15)_sample.fraction0.452542586717755
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
0.7771
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6883
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2265
Cross-validation details (10-fold Crossvalidation)
KB relative information score
138.5968
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3591
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
0.7147
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.733
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.733
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8547
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4144
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9043
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1425.073
UserCPU time millis
1.62
UserCPU time millis testing
0.19
UserCPU time millis training
1.43