Run
24937

Run 24937

Task 38 (Supervised Classification) ecoli Uploaded 19-07-2014 by Joaquin Vanschoren
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Flow

weka.LWL_J48(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.J48(1)_C0.25
weka.J48(1)_M2
weka.LWL_J48(1)_Atrue
weka.LWL_J48(1)_K-1
weka.LWL_J48(1)_U0
weka.LWL_J48(1)_Wweka.classifiers.trees.J48

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
0.8809
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7935
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.722
Cross-validation details (10-fold Crossvalidation)
KB relative information score
225.5745
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0574
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
0.7892
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8006
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.8006
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3139
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2102
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6968
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
901.9368[551.2771025626125902.555042907464474.68690723372646904.880888052811676.2840718186837]