DEVELOPMENT... OpenML
Run
11400

Run 11400

Task 52 (Supervised Classification) heart-statlog Uploaded 22-05-2014 by Felicia West
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weka.LWL_DecisionStump(1)Eibe Frank, Mark Hall, Bernhard Pfahringer: Locally Weighted Naive Bayes. In: 19th Conference in Uncertainty in Artificial Intelligence, 249-256, 2003. C. Atkeson, A. Moore, S. Schaal (1996). Locally weighted learning. AI Review..
weka.LWL_DecisionStump(1)_Atrue
weka.LWL_DecisionStump(1)_K-1
weka.LWL_DecisionStump(1)_U0
weka.LWL_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump

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.

17 Evaluation measures

Area under ROC curve
0.8324
Per class
F measure
0.6776
Per class
Kappa
0.347
KB relative information score
73.5746
Mean absolute error
0.3701
Mean prior absolute error
0.4939
Number of instances
270
Per class
Precision
0.6775
Per class
Predictive accuracy
0.6778
Prior entropy
0.9912
Recall
0.6778
Per class
Relative absolute error
0.7494
Root mean prior squared error
0.4969
Root mean squared error
0.4485
Root relative squared error
0.9026