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Run
7542

Run 7542

Task 20 (Supervised Classification) mfeat-pixel Uploaded 22-05-2014 by Felicia West
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Flow

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

Result files

xml
Description

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

arff
Predictions

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

19 Evaluation measures

Area under ROC curve
0.9521
Per class
F measure
0.7675
Per class
Kappa
0.7539
KB relative information score
856.6741
Mean absolute error
0.1433
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8227
Per class
Predictive accuracy
0.7785
Prior entropy
3.3219
Recall
0.7785
Per class
Relative absolute error
0.7959
Root mean prior squared error
0.3
Root mean squared error
0.2541
Root relative squared error
0.847
SciMark benchmark
909.2531[560.30860489012831013.919993711725483.8854846559526909.27509318503251578.8764195147944]