DEVELOPMENT... OpenML
Run
8653

Run 8653

Task 15 (Supervised Classification) breast-w 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
0.9938
Per class
F measure
0.9627
Per class
Kappa
0.9173
KB relative information score
620.9059
Mean absolute error
0.0529
Mean prior absolute error
0.452
Number of instances
699
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9627
Per class
Predictive accuracy
0.9628
Prior entropy
0.9297
Recall
0.9628
Per class
Relative absolute error
0.1171
Root mean prior squared error
0.4753
Root mean squared error
0.1666
Root relative squared error
0.3506
SciMark benchmark
945.0986[560.48863959327881015.7906865781697478.0684770170223913.39376464446721757.7512505720342]

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