Run
514480

Run 514480

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

classif.ksvm(4)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(4)_fitFALSE
classif.ksvm(4)_seed1
classif.ksvm(4)_kindMersenne-Twister
classif.ksvm(4)_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
0.7151
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7563
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4534
Cross-validation details (10-fold Crossvalidation)
KB relative information score
353.295
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2357
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
0.7584
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7643
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7643
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5186
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4855
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0185
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.685
UserCPU time millis testing
0.086
UserCPU time millis training
0.599