Run
514459

Run 514459

Task 37 (Supervised Classification) diabetes Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.ada(5)Learner classif.ada from package(s) ada.
classif.ada(5)_seed1
classif.ada(5)_kindMersenne-Twister
classif.ada(5)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.7222
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7547
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4547
Cross-validation details (10-fold Crossvalidation)
KB relative information score
341.8471
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2422
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
0.7534
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7578
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7578
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5329
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4921
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0325
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
22.705
UserCPU time millis testing
2.332
UserCPU time millis training
20.373