Run
267001

Run 267001

Task 3536 (Supervised Classification) oh10.wc Uploaded 06-03-2015 by Joaquin Vanschoren
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Flow

weka.LWL_DecisionStump(3)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(3)_Atrue
weka.LWL_DecisionStump(3)_K-1
weka.LWL_DecisionStump(3)_U0
weka.LWL_DecisionStump(3)_Wweka.classifiers.trees.DecisionStump

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.8813
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3027
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2616
Cross-validation details (10-fold Crossvalidation)
KB relative information score
188.3211
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1507
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1768
Cross-validation details (10-fold Crossvalidation)
Number of instances
1050
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
0.3402
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3733
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.2054
Cross-validation details (10-fold Crossvalidation)
Recall
0.3733
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8525
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2973
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2743
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9228
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
923.6051
UserCPU time millis
1545200
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
1545200
Cross-validation details (10-fold Crossvalidation)