Run
8607756

Run 8607756

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.trees1250
mlr.classif.ranger(15)_mtry11
mlr.classif.ranger(15)_min.node.size8
mlr.classif.ranger(15)_sample.fraction0.629358773143031
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
0.7959
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7609
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4115
Cross-validation details (10-fold Crossvalidation)
KB relative information score
208.0291
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3307
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
0.7629
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.774
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.774
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.787
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.401
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8751
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1178.9222
UserCPU time millis
11.99
UserCPU time millis testing
0.86
UserCPU time millis training
11.13