DEVELOPMENT... OpenML
Run
7314

Run 7314

Task 55 (Supervised Classification) vote 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
0.9824
Per class
F measure
0.9541
Per class
Kappa
0.9032
KB relative information score
364.6715
Mean absolute error
0.0843
Mean prior absolute error
0.4742
Number of instances
435
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9542
Per class
Predictive accuracy
0.954
Prior entropy
0.9627
Recall
0.954
Per class
Relative absolute error
0.1778
Root mean prior squared error
0.4869
Root mean squared error
0.1982
Root relative squared error
0.4071
SciMark benchmark
946.1961[572.257454321061003.6223601196305479.3490265306122908.32981910425011767.4218398162996]