DEVELOPMENT... OpenML
Run
11087

Run 11087

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


Flow

weka.Bagging_REPTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(1)_I60
weka.Bagging_REPTree(1)_P100
weka.Bagging_REPTree(1)_S1
weka.Bagging_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(1)_num-slots1
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001

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
0.835
Per class
F measure
0.7559
Per class
Kappa
0.4543
KB relative information score
254.1207
Mean absolute error
0.3095
Mean prior absolute error
0.4545
Number of instances
768
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7558
Per class
Predictive accuracy
0.7617
Prior entropy
0.9335
Recall
0.7617
Per class
Relative absolute error
0.681
Root mean prior squared error
0.4766
Root mean squared error
0.3949
Root relative squared error
0.8286
SciMark benchmark
910.938[565.94439658822851013.9200573100866484.10363182779514912.75766683510371577.9639952350265]