DEVELOPMENT... OpenML
Run
14784

Run 14784

Task 47 (Supervised Classification) tae Uploaded 23-05-2014 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
0.6627
Per class
F measure
0.5118
Per class
Kappa
0.2754
KB relative information score
36.945
Mean absolute error
0.3662
Mean prior absolute error
0.4443
Number of instances
151
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5135
Per class
Predictive accuracy
0.5166
Prior entropy
1.5845
Recall
0.5166
Per class
Relative absolute error
0.8242
Root mean prior squared error
0.4713
Root mean squared error
0.4714
Root relative squared error
1.0001
SciMark benchmark
950.0125[565.94439658822851016.0584738187666484.75925509327664912.43991219425081770.86029099538]