Run
104478

Run 104478

Task 1775 (Supervised Classification) balance-scale 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
0.8707
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Build CPU time
0.007
Cross-validation details (5 times 2-fold Crossvalidation)
Build memory
375193311.2038
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.7249
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.5442
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
1160.29
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.2449
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.3798
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
3125
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.722
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.7536
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
1.3212
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.7536
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.6448
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.4356
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.3356
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.7705
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
944.3832