Run
8782321

Run 8782321

Task 145976 (Supervised Classification) diabetes Uploaded 08-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1390
mlr.classif.ranger(16)_mtry2
mlr.classif.ranger(16)_min.node.size118
mlr.classif.ranger(16)_sample.fraction0.812776973145083
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.8329
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7428
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4212
Cross-validation details (10-fold Crossvalidation)
KB relative information score
188.6861
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.352
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
0.7494
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7552
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7552
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7746
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.403
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8455
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1388.7484
UserCPU time millis
2.935
UserCPU time millis testing
0.283
UserCPU time millis training
2.652