DEVELOPMENT... OpenML
Run
10870

Run 10870

Task 42 (Supervised Classification) haberman 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)_M15
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
0.6554
Per class
F measure
0.6829
Per class
Kappa
0.1352
KB relative information score
19.3657
Mean absolute error
0.3573
Mean prior absolute error
0.39
Number of instances
306
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.701
Per class
Predictive accuracy
0.7418
Prior entropy
0.836
Recall
0.7418
Per class
Relative absolute error
0.9162
Root mean prior squared error
0.4412
Root mean squared error
0.4266
Root relative squared error
0.967
SciMark benchmark
909.515[559.58957837042081015.52310425331483.88543266528814908.32981910425011580.246872590131]