Run
8307

Run 8307

Task 54 (Supervised Classification) hepatitis Uploaded 22-05-2014 by Joaquin Vanschoren
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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
Cross-validation details (10-fold Crossvalidation)
F measure
0.7653
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2353
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10.8568
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2662
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3299
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7571
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7871
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7418
Cross-validation details (10-fold Crossvalidation)
Recall
0.7871
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8069
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4048
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3979
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.983
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.3967[560.12868580782781015.5230404536866484.75925509327664912.12245438067161759.4501199261804]