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Run
13303

Run 13303

Task 38 (Supervised Classification) ecoli 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
0.9645
Per class
F measure
0.8596
Per class
Kappa
0.8146
KB relative information score
251.8613
Mean absolute error
0.0529
Mean prior absolute error
0.1828
Number of instances
336
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8543
Per class
Predictive accuracy
0.8661
Prior entropy
2.2353
Recall
0.8661
Per class
Relative absolute error
0.2897
Root mean prior squared error
0.3016
Root mean squared error
0.1608
Root relative squared error
0.5331
SciMark benchmark
947.7844[569.82708719582051015.5230404536866483.449727694041911.80521739130441758.3171307218695]