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Evolving Prolog gene expression programming mndrix The Problem - - PowerPoint PPT Presentation
Evolving Prolog gene expression programming mndrix The Problem - - PowerPoint PPT Presentation
Evolving Prolog gene expression programming mndrix The Problem Lending Club peer to peer loans which ones are good? data! The Result 98% success p2pquant.com note selection Genetic Algorithms because giraffes Candida Ferreira FTW!
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The Problem
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Lending Club
peer to peer loans
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which ones are good?
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data!
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The Result
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98% success
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p2pquant.com
note selection
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Genetic Algorithms
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because giraffes
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Candida Ferreira FTW!
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Genotype
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ATGCTTCGGCAAGACTCAAAAAATA
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Phenotype
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Ophrys apifera
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xkcd 1259
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Genotype : Phenotype
Source : AST
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*b+a-aQab+//+b+babbabbbababbaaa
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Investment strategy
and FICO > credit inquiries < 700 2
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Prolog
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Why Prolog?
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homoiconic
?- writeln(hi). hi ?- X=writeln(hi). X = writeln(hi). ?- call($X). hi
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logic variables
?- X=writeln(Message). X = writeln(Message). ?- X=writeln(Message), Message=hi. Message = hi, X = writeln(hi). ?- call($X). hi
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*b+a-aQab+//+b+babbabbbababbaaa
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declarative
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Fitness Function
internal rate of return
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Generations
you kids get off my lawn
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98% satisfied
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