DEVELOPMENT... OpenML
Run
16549

Run 16549

Task 37 (Supervised Classification) diabetes Uploaded 04-06-2014 by Felicia West
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Flow

weka.Bagging_LMT(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(1)_I20
weka.Bagging_LMT(1)_P100
weka.Bagging_LMT(1)_S1
weka.Bagging_LMT(1)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(1)_num-slots1
weka.LMT(1)_I-1
weka.LMT(1)_M15
weka.LMT(1)_W0.0

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
0.8318
Per class
F measure
0.7526
Per class
Kappa
0.4508
KB relative information score
271.5913
Mean absolute error
0.2957
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
0.7513
Per class
Predictive accuracy
0.7552
Prior entropy
0.9335
Recall
0.7552
Per class
Relative absolute error
0.6507
Root mean prior squared error
0.4766
Root mean squared error
0.3987
Root relative squared error
0.8365
SciMark benchmark
934.5244[559.58953556755011012.3220633477529480.6364546036713906.44537908266061713.6283902707657]