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Run
14621

Run 14621

Task 57 (Supervised Classification) ionosphere Uploaded 23-05-2014 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
0.9195
Per class
F measure
0.8044
Per class
Kappa
0.5669
KB relative information score
171.3926
Mean absolute error
0.2448
Mean prior absolute error
0.4604
Number of instances
351
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.848
Per class
Predictive accuracy
0.8205
Prior entropy
0.9425
Recall
0.8205
Per class
Relative absolute error
0.5317
Root mean prior squared error
0.4797
Root mean squared error
0.376
Root relative squared error
0.7839
SciMark benchmark
948.0261[561.93317930202351015.5230404536866483.8854846559526910.22218605324211768.5664600912808]