| Safe Haskell | None |
|---|---|
| Language | Haskell2010 |
AI.MEP.Run
Description
Various utilities for running MEP algorithm
Synopsis
- generateCode :: Phenotype Double -> String
- evaluateChromosome :: Num a => Chromosome a -> Vector a -> Vector a
- regressionLoss1 :: (Num result, Ord result) => (b -> b -> result) -> [(a, b)] -> (Vector a -> Vector b) -> (Vector Int, result)
- avgLoss :: Generation Double -> Double
Documentation
generateCode :: Phenotype Double -> String Source
Generate code for the functions with a single output
Arguments
:: Num a
=> Chromosome a
Chromosome to evaluate
-> Vector a
Variable values
-> Vector a
Resulting vector of multiple evaluations
Evaluate each subexpression in a chromosome
Arguments
=> (b -> b -> result)
Distance function
-> [(a, b)]
Dataset
-> (Vector a -> Vector b)
Chromosome evaluation function (partially applied evaluate)
-> (Vector Int, result)
Loss function for regression problems with one input and one output. Not normalized with respect to the dataset size.
avgLoss :: Generation Double -> Double Source
Average population loss