DEVELOPMENT... OpenML
Run
6698

Run 6698

Task 27 (Supervised Classification) colic Uploaded 15-05-2014 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)_M20
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
0.8956
Per class
F measure
0.8476
Per class
Kappa
0.6724
KB relative information score
210.5131
Mean absolute error
0.2079
Mean prior absolute error
0.4662
Number of instances
368
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8474
Per class
Predictive accuracy
0.8478
Prior entropy
0.9509
Recall
0.8478
Per class
Relative absolute error
0.446
Root mean prior squared error
0.4827
Root mean squared error
0.3378
Root relative squared error
0.6998
SciMark benchmark
947.5478[567.23271965926381015.7906865781697484.54051677983614909.59049649383251760.5845701777503]