DEVELOPMENT... OpenML
Run
146042

Run 146042

Task 3656 (Supervised Classification) diabetes_numeric Uploaded 31-01-2015 by Felicia West
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Flow

weka.AdaBoostM1_J48(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_J48(2)_I160
weka.AdaBoostM1_J48(2)_P100
weka.AdaBoostM1_J48(2)_S1
weka.AdaBoostM1_J48(2)_Wweka.classifiers.trees.J48
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.621
Per class
F measure
0.6438
Per class
Kappa
0.2474
KB relative information score
6.6384
Mean absolute error
0.4049
Mean prior absolute error
0.4791
Number of instances
43
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6429
Per class
Predictive accuracy
0.6512
Prior entropy
0.971
Recall
0.6512
Per class
Relative absolute error
0.8452
Root mean prior squared error
0.4889
Root mean squared error
0.5162
Root relative squared error
1.0557
SciMark benchmark
929.566