DEVELOPMENT... OpenML
Run
13863

Run 13863

Task 54 (Supervised Classification) hepatitis 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)_M15
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
0.8493
Per class
F measure
0.8502
Per class
Kappa
0.5227
KB relative information score
59.6222
Mean absolute error
0.1866
Mean prior absolute error
0.3299
Number of instances
155
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8489
Per class
Predictive accuracy
0.8581
Prior entropy
0.7418
Recall
0.8581
Per class
Relative absolute error
0.5657
Root mean prior squared error
0.4048
Root mean squared error
0.3362
Root relative squared error
0.8306
SciMark benchmark
947.8115[565.76084051053911015.52310425331484.54051677983614914.34953743383911758.8835103978397]