Run
9337

Run 9337

Task 38 (Supervised Classification) ecoli Uploaded 22-05-2014 by Joaquin Vanschoren
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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
0.9349
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5111
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4475
Cross-validation details (10-fold Crossvalidation)
KB relative information score
153.2033
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1175
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1828
Cross-validation details (10-fold Crossvalidation)
Number of instances
336
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4229
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6458
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.6458
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6426
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2395
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7941
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
923.1227[571.5074095145698881.9016285871011482.14720472367435914.34946139689831765.707548606275]