Progress Report 07/04

[arennax]

Experimental DE Methods (2):

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COCOMO-STYLE Datasets pre-processing:

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COCOMO-3C Range Reduction (From 6 columns to 3 columns):
note: vlow and vhigh values are used, mean is another option.

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Effort Estimate Function for COCOMO-II:

"a" and "b" are used for DE tuning (DE/COCOMO-II).

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Default COCOMO-II implementation:

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Experiment Results:
(Performance Metric: SA, Repeat Times: 20, 3-Way Cross Validation)

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COCOMO-STYLE Dataset vs Other Effort Dataset:

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Using these 2 applied new DE methods to former experiments (submitted to ASE'18):
note: all slower methods are ruled out (CART-NSGA2/ABEN*/CoGEE)
(Performance Metric: SA, Repeat Times: 20, 3-Way Cross Validation)

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