DEVELOPMENT... OpenML
Run
13448

Run 13448

Task 6 (Supervised Classification) letter 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)_M10
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
0.9844
Per class
F measure
0.9215
Per class
Kappa
0.9183
KB relative information score
18546.6174
Mean absolute error
0.0065
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
0.9217
Per class
Predictive accuracy
0.9214
Prior entropy
4.6998
Recall
0.9214
Per class
Relative absolute error
0.0885
Root mean prior squared error
0.1923
Root mean squared error
0.0731
Root relative squared error
0.3802
SciMark benchmark
936.553[559.41007791153281015.7907504114269463.8193509546625910.53839766977511733.2063769163399]