Run
8484999

Run 8484999

Task 145972 (Supervised Classification) credit-g Uploaded 06-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1260
mlr.classif.ranger(9)_mtry10
mlr.classif.ranger(9)_min.node.size7
mlr.classif.ranger(9)_sample.fraction0.796660603233613
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
0.7946
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7565
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4016
Cross-validation details (10-fold Crossvalidation)
KB relative information score
210.0801
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3302
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
0.7572
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.769
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.769
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.786
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4012
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8755
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1859.112
Total cost
UserCPU time millis
12.123
UserCPU time millis testing
1.135
UserCPU time millis training
10.988