Run
383694

Run 383694

Task 253 (Supervised Classification) cmc 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
0.6798
Per class
Cross-validation details (33% Holdout set)
F measure
0.4268
Per class
Cross-validation details (33% Holdout set)
Kappa
0.1793
Cross-validation details (33% Holdout set)
KB relative information score
41.9249
Cross-validation details (33% Holdout set)
Mean absolute error
0.4049
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4292
Cross-validation details (33% Holdout set)
Number of instances
486
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
0.4607
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.4856
Cross-validation details (33% Holdout set)
Prior entropy
1.5392
Cross-validation details (33% Holdout set)
Recall
0.4856
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.9434
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4624
Cross-validation details (33% Holdout set)
Root mean squared error
0.4469
Cross-validation details (33% Holdout set)
Root relative squared error
0.9666
Cross-validation details (33% Holdout set)
SciMark benchmark
945.0194
UserCPU time millis
2040
Cross-validation details (33% Holdout set)
UserCPU time millis testing
2040
Cross-validation details (33% Holdout set)