DEVELOPMENT... OpenML
Run
12487

Run 12487

Task 30 (Supervised Classification) page-blocks 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
0.9805
Per class
F measure
0.9685
Per class
Kappa
0.8339
KB relative information score
4128.9678
Mean absolute error
0.0172
Mean prior absolute error
0.0762
Number of instances
5473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9682
Per class
Predictive accuracy
0.9691
Prior entropy
0.6391
Recall
0.9691
Per class
Relative absolute error
0.2262
Root mean prior squared error
0.1949
Root mean squared error
0.1001
Root relative squared error
0.5139
SciMark benchmark
946.9858[562.65828827718581016.0585376856843483.8854846559526908.32989414330441763.996579689319]