Run
6432

Run 6432

Task 10 (Supervised Classification) lymph Uploaded 15-05-2014 by Joaquin Vanschoren
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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
0.8763
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.737
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5195
Cross-validation details (10-fold Crossvalidation)
KB relative information score
57.075
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1721
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
0.7315
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.75
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (10-fold Crossvalidation)
Recall
0.75
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6429
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2952
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8111
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
910.1173[568.1565726151606871.925327936058480.4214203123994871.19978493676241758.8835103978397]