DEVELOPMENT... OpenML
Run
8644

Run 8644

Task 50 (Supervised Classification) heart-h 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
0.8966
Per class
F measure
0.8159
Per class
Kappa
0.6
KB relative information score
148.9652
Mean absolute error
0.0857
Mean prior absolute error
0.1867
Number of instances
294
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8156
Per class
Predictive accuracy
0.8163
Prior entropy
1.0314
Recall
0.8163
Per class
Relative absolute error
0.4591
Root mean prior squared error
0.3037
Root mean squared error
0.2243
Root relative squared error
0.7385
SciMark benchmark
946.6546[562.65824500357811015.7906865781697483.88543266528814911.48820099582031759.4502550697425]