Run
306459

Run 306459

Task 1934 (Supervised Classification) hepatitis Uploaded 19-03-2015 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
0.7243
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7287
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.1047
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
41.0473
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2791
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.3299
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
1550
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.713
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7619
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.7418
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7619
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.8462
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4048
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3998
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9876
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1352.2099
UserCPU time millis
50
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
50
Cross-validation details (10 times 10-fold Crossvalidation)