DEVELOPMENT... OpenML
Run
117186

Run 117186

Task 3656 (Supervised Classification) diabetes_numeric Uploaded 10-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_LADTree(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_LADTree(2)_I80
weka.AdaBoostM1_LADTree(2)_P100
weka.AdaBoostM1_LADTree(2)_S1
weka.AdaBoostM1_LADTree(2)_Wweka.classifiers.trees.LADTree
weka.LADTree(2)_B10

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.

21 Evaluation measures

Area under ROC curve
0.6097
Per class
Build CPU time
0.0881
Build memory
155035557.7674
F measure
0.6064
Per class
Kappa
0.1814
KB relative information score
6.8135
Mean absolute error
0.3956
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
0.6088
Per class
Predictive accuracy
0.6047
Prior entropy
0.971
Recall
0.6047
Per class
Relative absolute error
0.8258
Root mean prior squared error
0.4889
Root mean squared error
0.6287
Root relative squared error
1.2859
SciMark benchmark
937.9603