Run
306362

Run 306362

Task 240 (Supervised Classification) lymph Uploaded 19-03-2015 by Joaquin Vanschoren
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Flow

weka.LWL_DecisionStump(3)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(3)_Atrue
weka.LWL_DecisionStump(3)_K-1
weka.LWL_DecisionStump(3)_U0
weka.LWL_DecisionStump(3)_Wweka.classifiers.trees.DecisionStump

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9007
Per class
Cross-validation details (33% Holdout set)
F measure
0.6953
Per class
Cross-validation details (33% Holdout set)
Kappa
0.4395
Cross-validation details (33% Holdout set)
KB relative information score
19.8942
Cross-validation details (33% Holdout set)
Mean absolute error
0.1777
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.2723
Cross-validation details (33% Holdout set)
Number of instances
48
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.695
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7083
Cross-validation details (33% Holdout set)
Prior entropy
1.2818
Cross-validation details (33% Holdout set)
Recall
0.7083
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.6528
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3701
Cross-validation details (33% Holdout set)
Root mean squared error
0.3155
Cross-validation details (33% Holdout set)
Root relative squared error
0.8525
Cross-validation details (33% Holdout set)
SciMark benchmark
1334.6745
UserCPU time millis
20
UserCPU time millis testing
20