Run
8770958

Run 8770958

Task 145976 (Supervised Classification) diabetes Uploaded 02-01-2018 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.trees1158
mlr.classif.ranger(16)_mtry2
mlr.classif.ranger(16)_min.node.size29
mlr.classif.ranger(16)_sample.fraction0.498577596945688
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
0.8363
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7674
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4785
Cross-validation details (10-fold Crossvalidation)
KB relative information score
217.3477
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3343
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
0.7697
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7747
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7747
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7354
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.397
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.833
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1379.2553
UserCPU time millis
2.734
UserCPU time millis testing
0.302
UserCPU time millis training
2.432