DEVELOPMENT... OpenML
Run
13884

Run 13884

Task 5 (Supervised Classification) arrhythmia 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)_M25
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
0.8714
Per class
F measure
0.708
Per class
Kappa
0.577
KB relative information score
243.4496
Mean absolute error
0.0435
Mean prior absolute error
0.0855
Number of instances
452
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6914
Per class
Predictive accuracy
0.7345
Prior entropy
2.5222
Recall
0.7345
Per class
Relative absolute error
0.5087
Root mean prior squared error
0.2055
Root mean squared error
0.1597
Root relative squared error
0.777
SciMark benchmark
948.7879[562.47685727503151016.0585376856843483.88543266528814914.66854765231311766.8500850997275]