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Run
9154

Run 9154

Task 23 (Supervised Classification) cmc 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
0.711
Per class
F measure
0.524
Per class
Kappa
0.2617
KB relative information score
335.8158
Mean absolute error
0.3609
Mean prior absolute error
0.4308
Number of instances
1473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5259
Per class
Predictive accuracy
0.5255
Prior entropy
1.5392
Recall
0.5255
Per class
Relative absolute error
0.8378
Root mean prior squared error
0.4641
Root mean squared error
0.4354
Root relative squared error
0.9382
SciMark benchmark
946.3561[560.84909930399091015.7907504114269483.88543266528814911.80521739130441759.4501199261804]