Run
169790

Run 169790

Task 1801 (Supervised Classification) diabetes Uploaded 20-02-2015 by Jan van Rijn
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Flow

weka.Ridor(3)Weka implementation of Ridor
weka.Ridor(3)_F3
weka.Ridor(3)_S1
weka.Ridor(3)_N2.0

Result files

xml
Description

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

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

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

22 Evaluation measures

Area under ROC curve
0.6771
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.7226
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.3767
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
1496.3036
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.2664
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.4545
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
3840
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.16.0-29-generic]
Precision
0.7246
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.7336
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.7336
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.5862
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.5161
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
1.0829
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1028.5889
UserCPU time millis
20
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (5 times 2-fold Crossvalidation)