Run
361214

Run 361214

Task 2936 (Supervised Classification) adult Uploaded 28-03-2015 by Joaquin Vanschoren
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Flow

weka.A1DE(4)G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
weka.A1DE(4)_F1
weka.A1DE(4)_M1.0

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
0.9062
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.842
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.5802
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
206965.1011
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1899
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.3641
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
488420
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
0.8499
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8376
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8376
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.5217
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3394
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7956
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1317.5857
UserCPU time millis
280
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
180
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
100
Cross-validation details (10 times 10-fold Crossvalidation)