Run
181538

Run 181538

Task 1801 (Supervised Classification) diabetes Uploaded 25-02-2015 by Joaquin Vanschoren
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Flow

weka.SimpleCart(3)Leo Breiman, Jerome H. Friedman, Richard A. Olshen, Charles J. Stone (1984). Classification and Regression Trees. Wadsworth International Group, Belmont, California.
weka.SimpleCart(3)_M2.0
weka.SimpleCart(3)_N5
weka.SimpleCart(3)_C1.0
weka.SimpleCart(3)_S1

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
0.7327
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.736
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.407
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
953.6897
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.3507
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_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7385
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.7461
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.7461
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.7717
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
0.4316
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.9056
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1339.7143
UserCPU time millis
60
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
60
Cross-validation details (5 times 2-fold Crossvalidation)