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Run
16977

Run 16977

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

weka.IsolationForest(1)Fei Tony Liu, Kai Ming Ting, Zhi-Hua Zhou: Isolation Forest. In: ICDM, 413-422, 2008.
weka.IsolationForest(1)_I100
weka.IsolationForest(1)_N256
weka.IsolationForest(1)_S1

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.

17 Evaluation measures

Area under ROC curve
0.3215
Per class
F measure
0.2652
Per class
Kappa
-0.1243
KB relative information score
-194.8188
Mean absolute error
0.5304
Mean prior absolute error
0.4545
Number of instances
768
Per class
Precision
0.3866
Per class
Predictive accuracy
0.3255
Prior entropy
0.9335
Recall
0.3255
Per class
Relative absolute error
1.167
Root mean prior squared error
0.4766
Root mean squared error
0.5348
Root relative squared error
1.122