Run
1867293

Run 1867293

Task 37 (Supervised Classification) diabetes Uploaded 28-03-2017 by Philipp Probst
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(4)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(4)_eta0.0902244776052779
mlr.classif.xgboost(4)_max_depth15
mlr.classif.xgboost(4)_min_child_weight4.12287819210897
mlr.classif.xgboost(4)_subsample0.565565332071856
mlr.classif.xgboost(4)_colsample_bytree0.955910571618006
mlr.classif.xgboost(4)_colsample_bylevel0.298416272504255
mlr.classif.xgboost(4)_lambda0.0649750186828299
mlr.classif.xgboost(4)_alpha0.0491411341808209
mlr.classif.xgboost(4)_nrounds3557
mlr.classif.xgboost(4)_verbose0
mlr.classif.xgboost(4)_openml.seed1
mlr.classif.xgboost(4)_openml.kindMersenne-Twister
mlr.classif.xgboost(4)_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.

17 Evaluation measures

Area under ROC curve
0.7655
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7194
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3812
Cross-validation details (10-fold Crossvalidation)
KB relative information score
254.8509
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2969
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
0.7189
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7201
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7201
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6533
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4667
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9791
Cross-validation details (10-fold Crossvalidation)