DEVELOPMENT... OpenML
Run
13375

Run 13375

Task 4 (Supervised Classification) labor Uploaded 22-05-2014 by Felicia West
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Flow

weka.ClassificationViaRegression_M5P(1)E. Frank, Y. Wang, S. Inglis, G. Holmes, I.H. Witten (1998). Using model trees for classification. Machine Learning. 32(1):63-76.
weka.ClassificationViaRegression_M5P(1)_Wweka.classifiers.trees.M5P
weka.M5P(1)_M4.0

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.

17 Evaluation measures

Area under ROC curve
0.9541
Per class
F measure
0.8764
Per class
Kappa
0.7273
KB relative information score
34.8706
Mean absolute error
0.1838
Mean prior absolute error
0.457
Number of instances
57
Per class
Precision
0.8763
Per class
Predictive accuracy
0.8772
Prior entropy
0.9393
Recall
0.8772
Per class
Relative absolute error
0.4021
Root mean prior squared error
0.4773
Root mean squared error
0.288
Root relative squared error
0.6035

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