Run
23498

Run 23498

Task 10 (Supervised Classification) lymph Uploaded 25-06-2014 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
0.8321
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7945
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6159
Cross-validation details (10-fold Crossvalidation)
KB relative information score
83.0532
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1181
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2677
Cross-validation details (10-fold Crossvalidation)
Number of instances
148
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
0.7925
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7973
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (10-fold Crossvalidation)
Recall
0.7973
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.441
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2929
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8048
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
941.8076[549.54020994765531014.7208839634673474.2676028917832912.75766683510371757.751385454742]