Run
104619

Run 104619

Task 3902 (Supervised Classification) pc4 Uploaded 08-12-2014 by Joaquin Vanschoren
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Flow

weka.A1DE(2)G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
weka.A1DE(2)_F1
weka.A1DE(2)_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.

21 Evaluation measures

Area under ROC curve
0.887
Per class
Cross-validation details (10-fold Crossvalidation)
Build CPU time
0.0189
Cross-validation details (10-fold Crossvalidation)
Build memory
907095177.4815
Cross-validation details (10-fold Crossvalidation)
F measure
0.827
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3952
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-469.8275
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2085
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2148
Cross-validation details (10-fold Crossvalidation)
Number of instances
1458
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8955
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.797
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5368
Cross-validation details (10-fold Crossvalidation)
Recall
0.797
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.971
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3274
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4082
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2469
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
936.8995