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Run
13230

Run 13230

Task 14 (Supervised Classification) mfeat-fourier 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)_M15
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
0.9761
Per class
F measure
0.8289
Per class
Kappa
0.8106
KB relative information score
1680.9981
Mean absolute error
0.0401
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8288
Per class
Predictive accuracy
0.8295
Prior entropy
3.3219
Recall
0.8295
Per class
Relative absolute error
0.223
Root mean prior squared error
0.3
Root mean squared error
0.1575
Root relative squared error
0.525
SciMark benchmark
947.4686[566.4958240211141015.7907504114269482.7975877024999910.53832226537881761.7204843045454]