DEVELOPMENT... OpenML
Run
9097

Run 9097

Task 6 (Supervised Classification) letter 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.

19 Evaluation measures

Area under ROC curve
0.9941
Per class
F measure
0.9102
Per class
Kappa
0.9064
KB relative information score
17794.6238
Mean absolute error
0.0167
Mean prior absolute error
0.074
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9108
Per class
Predictive accuracy
0.91
Prior entropy
4.6998
Recall
0.91
Per class
Relative absolute error
0.2254
Root mean prior squared error
0.1923
Root mean squared error
0.0787
Root relative squared error
0.4093
SciMark benchmark
943.1192[562.29550002336991013.919993711725483.449727694041910.53839766977511745.3925929109241]