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Run
10668

Run 10668

Task 52 (Supervised Classification) heart-statlog Uploaded 22-05-2014 by Felicia West
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Flow

weka.LMT(1)Niels Landwehr, Mark Hall, Eibe Frank (2005). Logistic Model Trees. Machine Learning. 95(1-2):161-205. Marc Sumner, Eibe Frank, Mark Hall: Speeding up Logistic Model Tree Induction. In: 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, 675-683, 2005.
weka.LMT(1)_I-1
weka.LMT(1)_M5
weka.LMT(1)_W0.0

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
0.8936
Per class
F measure
0.8179
Per class
Kappa
0.6303
KB relative information score
145.4052
Mean absolute error
0.2384
Mean prior absolute error
0.4939
Number of instances
270
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8183
Per class
Predictive accuracy
0.8185
Prior entropy
0.9912
Recall
0.8185
Per class
Relative absolute error
0.4826
Root mean prior squared error
0.4969
Root mean squared error
0.3622
Root relative squared error
0.7289
SciMark benchmark
947.0295[565.57740346189041014.9881711071126480.4214203123994912.43991219425081761.7204843045454]