DEVELOPMENT... OpenML
Run
9268

Run 9268

Task 4 (Supervised Classification) labor 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
0.9298
Per class
Kappa
0.8459
KB relative information score
43.269
Mean absolute error
0.1125
Mean prior absolute error
0.457
Number of instances
57
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9298
Per class
Predictive accuracy
0.9298
Prior entropy
0.9393
Recall
0.9298
Per class
Relative absolute error
0.2461
Root mean prior squared error
0.4773
Root mean squared error
0.228
Root relative squared error
0.4778
SciMark benchmark
949.8387[568.89779800413941015.2555353338006488.5085213342302915.94689394904971760.5845701777503]