DEVELOPMENT... OpenML
Run
8307

Run 8307

Task 54 (Supervised Classification) hepatitis Uploaded 22-05-2014 by Felicia West
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Flow

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.

19 Evaluation measures

Area under ROC curve
0.7312
Per class
F measure
0.7653
Per class
Kappa
0.2353
KB relative information score
10.8568
Mean absolute error
0.2662
Mean prior absolute error
0.3299
Number of instances
155
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7571
Per class
Predictive accuracy
0.7871
Prior entropy
0.7418
Recall
0.7871
Per class
Relative absolute error
0.8069
Root mean prior squared error
0.4048
Root mean squared error
0.3979
Root relative squared error
0.983
SciMark benchmark
946.3967[560.12868580782781015.5230404536866484.75925509327664912.12245438067161759.4501199261804]