Run
271605

Run 271605

Task 4587 (Supervised Classification) pendigits Uploaded 06-03-2015 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
0.9855
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8467
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
52562.9252
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0864
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1865
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
109920
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8027
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8959
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.482
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8959
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4631
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3054
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2151
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7043
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1268.9931
UserCPU time millis
357520
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
357520
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10 times 10-fold Crossvalidation)