Run
54401

Run 54401

Task 1730 (Learning Curve) credit-g 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
0.7799 ± 0.0275
Per class
Build CPU time
0.0019
Build memory
1955540317.2445
F measure
0.7453 ± 0.0376
Per class
Kappa
0.3763 ± 0.0931
KB relative information score
0.249 ± 0.0475
Mean absolute error
0.3077 ± 0.0152
Mean prior absolute error
0.4202
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7436 ± 0.04
Per class
Predictive accuracy
0.756 ± 0.0357
Prior entropy
0.8813
Recall
0.756 ± 0.0357
Per class
Relative absolute error
0.7323 ± 0.0362
Root mean prior squared error
0.4583
Root mean squared error
0.4161 ± 0.019
Root relative squared error
0.9079 ± 0.0415
SciMark benchmark
942.4911