Run
54410

Run 54410

Task 1757 (Learning Curve) waveform-5000 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
0.9676 ± 0.0059
Per class
Build CPU time
0.0316
Build memory
2134205818
F measure
0.848 ± 0.0187
Per class
Kappa
0.7733 ± 0.0277
KB relative information score
0.7641 ± 0.0162
Mean absolute error
0.1224 ± 0.0075
Mean prior absolute error
0.4444 ± 0
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8506 ± 0.019
Per class
Predictive accuracy
0.8488 ± 0.0185
Prior entropy
1.5849 ± 0
Recall
0.8488 ± 0.0185
Per class
Relative absolute error
0.2754 ± 0.017
Root mean prior squared error
0.4714 ± 0
Root mean squared error
0.2659 ± 0.0139
Root relative squared error
0.5641 ± 0.0294
SciMark benchmark
942.4911