Run
8777087

Run 8777087

Task 145976 (Supervised Classification) diabetes Uploaded 05-01-2018 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.trees938
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size159
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.616316897887737
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
0.8171
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7424
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4228
Cross-validation details (10-fold Crossvalidation)
KB relative information score
194.1119
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3473
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4545
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7429
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.75
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.75
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.764
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4067
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8533
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1864.5074
UserCPU time millis
1.518
UserCPU time millis testing
0.151
UserCPU time millis training
1.367