DEVELOPMENT... OpenML
Run
10930

Run 10930

Task 41 (Supervised Classification) soybean 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
0.9965
Per class
F measure
0.9426
Per class
Kappa
0.9374
KB relative information score
646.7311
Mean absolute error
0.0077
Mean prior absolute error
0.0961
Number of instances
683
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9442
Per class
Predictive accuracy
0.9429
Prior entropy
3.8572
Recall
0.9429
Per class
Relative absolute error
0.08
Root mean prior squared error
0.2191
Root mean squared error
0.0646
Root relative squared error
0.295
SciMark benchmark
951.2815[567.23276363937031016.3265300883295484.7593072718849917.2288184958091770.86029099538]