Run
54397

Run 54397

Task 1727 (Learning Curve) optdigits Uploaded 09-11-2014 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
0.9987 ± 0.0009
Per class
Build CPU time
0.0459
Build memory
1708395544.9143
F measure
0.9724 ± 0.008
Per class
Kappa
0.9694 ± 0.0088
KB relative information score
0.9728 ± 0.0067
Mean absolute error
0.0061 ± 0.0013
Mean prior absolute error
0.18 ± 0
Number of instances
5620
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9726 ± 0.0078
Per class
Predictive accuracy
0.9724 ± 0.0079
Prior entropy
3.3218 ± 0.0001
Recall
0.9724 ± 0.0079
Per class
Relative absolute error
0.0336 ± 0.0073
Root mean prior squared error
0.3 ± 0
Root mean squared error
0.0682 ± 0.009
Root relative squared error
0.2274 ± 0.03
SciMark benchmark
942.4911