Run
372943

Run 372943

Task 2117 (Supervised Classification) adult Uploaded 30-03-2015 by Joaquin Vanschoren
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Flow

weka.BayesNet_K2(6)Weka implementation of BayesNet
weka.BayesNet_K2(6)_Dtrue
weka.BayesNet_K2(6)_Qweka.classifiers.bayes.net.search.local.K2
weka.K2(5)_P1
weka.K2(5)_SBAYES

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
0.9017
Per class
Cross-validation details (33% Holdout set)
F measure
0.834
Per class
Cross-validation details (33% Holdout set)
Kappa
0.5705
Cross-validation details (33% Holdout set)
KB relative information score
6841.272
Cross-validation details (33% Holdout set)
Mean absolute error
0.1898
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.3658
Cross-validation details (33% Holdout set)
Number of instances
16117
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-31-generic]
Precision
0.8479
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8276
Cross-validation details (33% Holdout set)
Prior entropy
0.7939
Cross-validation details (33% Holdout set)
Recall
0.8276
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.5187
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4287
Cross-validation details (33% Holdout set)
Root mean squared error
0.3556
Cross-validation details (33% Holdout set)
Root relative squared error
0.8294
Cross-validation details (33% Holdout set)
SciMark benchmark
1313.8988
UserCPU time millis
280
Cross-validation details (33% Holdout set)
UserCPU time millis testing
130
Cross-validation details (33% Holdout set)
UserCPU time millis training
150
Cross-validation details (33% Holdout set)