Run
383693

Run 383693

Task 265 (Supervised Classification) dermatology Uploaded 03-04-2015 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
0.98
Per class
Cross-validation details (33% Holdout set)
F measure
0.8697
Per class
Cross-validation details (33% Holdout set)
Kappa
0.8526
Cross-validation details (33% Holdout set)
KB relative information score
89.1306
Cross-validation details (33% Holdout set)
Mean absolute error
0.0814
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.2653
Cross-validation details (33% Holdout set)
Number of instances
120
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8674
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8833
Cross-validation details (33% Holdout set)
Prior entropy
2.4378
Cross-validation details (33% Holdout set)
Recall
0.8833
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.307
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3633
Cross-validation details (33% Holdout set)
Root mean squared error
0.1947
Cross-validation details (33% Holdout set)
Root relative squared error
0.5358
Cross-validation details (33% Holdout set)
SciMark benchmark
944.5341
UserCPU time millis
330
Cross-validation details (33% Holdout set)
UserCPU time millis testing
330
Cross-validation details (33% Holdout set)