Run
284490

Run 284490

Task 37 (Supervised Classification) diabetes Uploaded 10-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.7797
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.717
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3683
Cross-validation details (10-fold Crossvalidation)
KB relative information score
166.0834
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.363
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4545
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7152
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7227
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7227
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7987
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4363
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9153
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1320.9026
UserCPU time millis
1050
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
1050
Cross-validation details (10-fold Crossvalidation)