DEVELOPMENT... OpenML
Run
9742

Run 9742

Task 27 (Supervised Classification) colic 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
0.8681
Per class
F measure
0.8217
Per class
Kappa
0.6145
KB relative information score
194.043
Mean absolute error
0.2267
Mean prior absolute error
0.4662
Number of instances
368
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8216
Per class
Predictive accuracy
0.8234
Prior entropy
0.9509
Recall
0.8234
Per class
Relative absolute error
0.4863
Root mean prior squared error
0.4827
Root mean squared error
0.3649
Root relative squared error
0.756
SciMark benchmark
948.1981[568.34168678655021015.2555353338006479.5631016829642912.12253004766961765.7074124997566]