DEVELOPMENT... OpenML
Run
10597

Run 10597

Task 48 (Supervised Classification) heart-c 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
0.9037
Per class
F measure
0.8408
Per class
Kappa
0.6783
KB relative information score
167.8654
Mean absolute error
0.0862
Mean prior absolute error
0.2004
Number of instances
303
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8426
Per class
Predictive accuracy
0.8416
Prior entropy
1.0792
Recall
0.8416
Per class
Relative absolute error
0.43
Root mean prior squared error
0.315
Root mean squared error
0.2188
Root relative squared error
0.6947
SciMark benchmark
947.7916[562.29550002336991014.9881711071126479.7774192424144912.75766683510371769.1394630054465]