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Run
13833

Run 13833

Task 11 (Supervised Classification) balance-scale 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)_M25
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
0.971
Per class
F measure
0.8693
Per class
Kappa
0.7944
KB relative information score
426.6741
Mean absolute error
0.1186
Mean prior absolute error
0.3798
Number of instances
625
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8569
Per class
Predictive accuracy
0.8864
Prior entropy
1.3212
Recall
0.8864
Per class
Relative absolute error
0.3122
Root mean prior squared error
0.4356
Root mean squared error
0.2355
Root relative squared error
0.5406
SciMark benchmark
946.6765[562.29550002336991016.0585376856843484.9782432137119908.32989414330441761.7204843045454]