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Run
6816

Run 6816

Task 18 (Supervised Classification) mfeat-morphological Uploaded 21-05-2014 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
0.9648
Per class
F measure
0.7383
Per class
Kappa
0.71
KB relative information score
1521.0845
Mean absolute error
0.0671
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7411
Per class
Predictive accuracy
0.739
Prior entropy
3.3219
Recall
0.739
Per class
Relative absolute error
0.3728
Root mean prior squared error
0.3
Root mean squared error
0.1806
Root relative squared error
0.6021
SciMark benchmark
913.3762[573.19771601695391016.0585376856843484.75925509327664913.07564286738091579.78979063189]