Run
14324

Run 14324

Task 37 (Supervised Classification) diabetes Uploaded 22-05-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.J48(1)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(1)_C0.25
weka.J48(1)_M5

Result files

xml
Description

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

arff
Predictions

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

19 Evaluation measures

Area under ROC curve
0.7575
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7421
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4258
Cross-validation details (10-fold Crossvalidation)
KB relative information score
235.818
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3193
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)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7407
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7461
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7461
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7025
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4365
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9158
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.9122[568.71232145344071015.7907504114269483.449727694041914.98778054938791756.6205822745662]