DEVELOPMENT... OpenML
Run
135857

Run 135857

Task 37 (Supervised Classification) diabetes Uploaded 28-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomTree(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_RandomTree(2)_I80
weka.AdaBoostM1_RandomTree(2)_P100
weka.AdaBoostM1_RandomTree(2)_S1
weka.AdaBoostM1_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.6551
Per class
Build CPU time
0.0098
Build memory
2254748299.3021
F measure
0.6863
Per class
Kappa
0.31
KB relative information score
215.9197
Mean absolute error
0.3138
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
0.6865
Per class
Predictive accuracy
0.6862
Prior entropy
0.9335
Recall
0.6862
Per class
Relative absolute error
0.6904
Root mean prior squared error
0.4766
Root mean squared error
0.5602
Root relative squared error
1.1753
SciMark benchmark
934.6076