Run
1688332

Run 1688332

Task 9954 (Supervised Classification) one-hundred-plants-margin Uploaded 23-07-2016 by Jan van Rijn
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Flow

weka.LWL_DecisionStump(4)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(4)_Atrue
weka.LWL_DecisionStump(4)_K-1
weka.LWL_DecisionStump(4)_U0
weka.LWL_DecisionStump(4)_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.

17 Evaluation measures

Area under ROC curve
0.9431
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4681
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4924
Cross-validation details (10-fold Crossvalidation)
KB relative information score
422.2018
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0193
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0198
Cross-validation details (10-fold Crossvalidation)
Number of instances
1600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5189
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4975
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6439
Cross-validation details (10-fold Crossvalidation)
Recall
0.4975
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9736
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0976
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9809
Cross-validation details (10-fold Crossvalidation)