Run
514508

Run 514508

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

classif.xyf(2)Learner classif.xyf from package(s) kohonen.
classif.xyf(2)_seed1
classif.xyf(2)_kindMersenne-Twister
classif.xyf(2)_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
0.6554
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.698
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3243
Cross-validation details (10-fold Crossvalidation)
KB relative information score
250.2635
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2943
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
0.6961
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7057
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7057
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6475
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5425
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1381
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.517
UserCPU time millis testing
0.074
UserCPU time millis training
1.443