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Run
19949

Run 19949

Task 2073 (Supervised Classification) yeast Uploaded 18-06-2014 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
0.8223
Per class
F measure
0.578
Per class
Kappa
0.4623
KB relative information score
656.7285
Mean absolute error
0.1088
Mean prior absolute error
0.1555
Number of instances
1484
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5871
Per class
Predictive accuracy
0.5883
Prior entropy
2.5035
Recall
0.5883
Per class
Relative absolute error
0.6995
Root mean prior squared error
0.2787
Root mean squared error
0.2356
Root relative squared error
0.8454
SciMark benchmark
920.2501[545.4160928602774990.7224031557098465.02460671471965885.92095749034411714.166213327115]