Run
148606

Run 148606

Task 1 (Supervised Classification) anneal Uploaded 05-02-2015 by Jan van Rijn
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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
0.9832
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9515
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.888
Cross-validation details (10-fold Crossvalidation)
KB relative information score
643.0635
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0471
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Precision
0.9477
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9555
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2149
Cross-validation details (10-fold Crossvalidation)
Recall
0.9555
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3506
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1289
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4993
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1925.6457
UserCPU time millis
1190
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
1190
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training