Run
579398

Run 579398

Task 7287 (Supervised Classification) adult Uploaded 04-06-2016 by Jan van Rijn
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weka.LWL_J48(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.J48(33)_C0.25
weka.J48(33)_M2
weka.LWL_J48(3)_Atrue
weka.LWL_J48(3)_K-1
weka.LWL_J48(3)_U0
weka.LWL_J48(3)_Wweka.classifiers.trees.J48

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
0.8135
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.0798
Cross-validation details (10-fold Crossvalidation)
F measure
0.8355
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5363
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19995.4737
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2063
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3641
Cross-validation details (10-fold Crossvalidation)
Number of instances
48842
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.8336
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8405
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.8405
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5666
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3604
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8447
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1517.928
Total cost
3896
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
45380820
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
45380810
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)