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‎README.md

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@@ -52,52 +52,54 @@ Acc = jknn(feat(:,sf_idx),label,opts);
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## List of available methods
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* Note that the methods are altered so that they can be used in feature selection tasks.
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* The extra parameters represent the parameter(s) other than population size and maximum number of iteration
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| No. | Abbreviation | Name | Year | Extra Parameters |
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|-----|--------------|----------------------------------------------|------|------------------|
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| 43 | MPA | Marine Predators Algorithm | 2020 | Yes |
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| 42 | GNDO | Generalized Normal Distribution Optimization | 2020 | No |
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| 41 | SMA | Slime Mould Algorithm | 2020 | No |
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| 40 | MRFO | Manta Ray Foraging Optimization | 2020 | Yes |
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| 39 | EO | Equilibrium Optimizer | 2020 | No |
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| 38 | ASO | Atom Search Optimization | 2019 | Yes |
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| 37 | HGSO | Henry Gas Solubility Optimization | 2019 | Yes |
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| 36 | HHO | Harris Hawks Optimization | 2019 | No |
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| 35 | PFA | Path Finder Algorithm | 2019 | No |
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| 34 | PRO | Poor And Rich Optimization | 2019 | Yes |
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| 33 | BOA | Butterfly Optimization Algorithm | 2018 | Yes |
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| 32 | EPO | Emperor Penguin Optimizer | 2018 | Yes |
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| 31 | TGA | Tree Growth Algorithm | 2018 | Yes |
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| 30 | ABO | Artificial Butterfly Optimization | 2017 | Yes |
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| 29 | SSA | Salp Swarm Algorithm | 2017 | No |
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| 28 | WSA | Weighted Superposition Attraction | 2017 | Yes |
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| 27 | SBO | Satin Bower Bird Optimization | 2017 | Yes |
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| 26 | JA | Jaya Algorithm | 2016 | No |
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| 25 | CSA | Crow Search Algorithm | 2016 | Yes |
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| 24 | SCA | Sine Cosine Algorithm | 2016 | No |
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| 23 | WOA | Whale Optimization Algorithm | 2016 | Yes |
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| 22 | ALO | Ant Lion Optimizer | 2015 | No |
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| 21 | HLO | Human Learning Optimization | 2015 | Yes |
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| 20 | MBO | Monarch Butterfly Optimization | 2015 | Yes |
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| 19 | MFO | Moth Flame Optimization | 2015 | Yes |
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| 18 | MVO | Multiverse Optimizer | 2015 | Yes |
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| 17 | TSA | Tree Seed Algorithm | 2015 | Yes |
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| 16 | GWO | Grey Wolf Optimizer | 2014 | No |
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| 15 | SOS | Symbiotic Organisms Search | 2014 | No |
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| 14 | FPA | Flower Pollination Algorithm | 2012 | Yes |
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| 13 | FOA | Fruitfly Optimization Algorithm | 2012 | No |
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| 12 | BA | Bat Algorithm | 2010 | Yes |
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| 11 | FA | Firefly Algorithm | 2010 | Yes |
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| 10 | CS | Cuckoo Search Algorithm | 2009 | Yes |
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| 09 | GSA | Gravitational Search Algorithm | 2009 | Yes |
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| 08 | ABC | Artificial Bee Colony | 2007 | Yes |
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| 07 | HS | Harmony Search | 2001 | Yes |
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| 06 | DE | Differential Evolution | 1997 | Yes |
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| 05 | ACO | Ant Colony Optimization | - | Yes |
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| 04 | ACS | Ant Colony System | - | Yes |
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| 03 | PSO | Particle Swarm Optimization | - | Yes |
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| 02 | GA | Genetic Algorithm | - | Yes |
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| 01 | SA | Simulated Annealing | - | Yes |
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* Click on the name of method to view the detailed parameters
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* Use the *opts* to set the specific parameters
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| No. | Abbreviation | Name | Year | Extra Parameters |
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|-----|--------------|---------------------------------------------------------------------------------------------|------|------------------|
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| 43 | 'mpa' | [Marine Predators Algorithm](/Description.md#marine-predators-algorithm-mpa) | 2020 | Yes |
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| 42 | 'gndo' | Generalized Normal Distribution Optimization | 2020 | No |
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| 41 | 'sma' | Slime Mould Algorithm | 2020 | No |
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| 40 | .mrfo' | [Manta Ray Foraging Optimization](/Description.md#manta-ray-foraging-optimization-mrfo) | 2020 | Yes |
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| 39 | 'eo' | [Equilibrium Optimizer](/Description.md#equilibrium-optimizer-eo) | 2020 | Yes |
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| 38 | 'aso' | [Atom Search Optimization](/Description.md#atom-search-optimization-aso) | 2019 | Yes |
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| 37 | 'hgso' | [Henry Gas Solubility Optimization](/Description.md#henry-gas-solubility-optimization-hgso) | 2019 | Yes |
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| 36 | 'hho' | Harris Hawks Optimization | 2019 | No |
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| 35 | 'pfa' | Path Finder Algorithm | 2019 | No |
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| 34 | 'pro' | [Poor And Rich Optimization](/Description.md#poor-and-rich-optimization-pro) | 2019 | Yes |
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| 33 | 'boa' | [Butterfly Optimization Algorithm](/Description.md#butterfly-optimization-algorithm-boa) | 2018 | Yes |
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| 32 | 'epo' | [Emperor Penguin Optimizer](/Description.md#emperor-penguin-optimizer-epo) | 2018 | Yes |
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| 31 | 'tga' | [Tree Growth Algorithm](/Description.md#tree-growth-algorithm-tga) | 2018 | Yes |
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| 30 | 'abo' | [Artificial Butterfly Optimization](/Description.md#artificial-butterfly-optimization-abo) | 2017 | Yes |
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| 29 | 'ssa' | Salp Swarm Algorithm | 2017 | No |
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| 28 | 'wsa' | [Weighted Superposition Attraction](/Description.md#weighted-superposition-attraction-wsa) | 2017 | Yes |
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| 27 | 'sbo' | [Satin Bower Bird Optimization](/Description.md#satin-bower-bird-optimization-sbo) | 2017 | Yes |
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| 26 | 'ja' | Jaya Algorithm | 2016 | No |
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| 25 | 'csa' | [Crow Search Algorithm](/Description.md#crow-search-algorithm-csa) | 2016 | Yes |
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| 24 | 'sca' | [Sine Cosine Algorithm](/Description.md#sine-cosine-algorithm-sca) | 2016 | Yes |
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| 23 | 'woa' | [Whale Optimization Algorithm](/Description.md#whale-optimization-algorithm-woa) | 2016 | Yes |
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| 22 | 'alo' | Ant Lion Optimizer | 2015 | No |
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| 21 | 'hlo' | [Human Learning Optimization](/Description.md#human-learning-optimization-hlo) | 2015 | Yes |
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| 20 | 'mbo' | [Monarch Butterfly Optimization](/Description.md#monarch-butterfly-optimization-mbo) | 2015 | Yes |
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| 19 | 'mfo' | [Moth Flame Optimization](/Description.md#moth-flame-optimization-mfo) | 2015 | Yes |
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| 18 | 'mvo' | [Multiverse Optimizer](/Description.md#multi-verse-optimizer-mvo) | 2015 | Yes |
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| 17 | 'tsa' | [Tree Seed Algorithm](/Description.md#tree-seed-algorithm-tsa) | 2015 | Yes |
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| 16 | 'gwo' | Grey Wolf Optimizer | 2014 | No |
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| 15 | 'sos' | Symbiotic Organisms Search | 2014 | No |
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| 14 | 'fpa' | [Flower Pollination Algorithm](/Description.md#flower-pollination-algorithm-fpa) | 2012 | Yes |
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| 13 | 'foa' | Fruitfly Optimization Algorithm | 2012 | No |
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| 12 | 'ba' | [Bat Algorithm](/Description.md#bat-algorithm-ba) | 2010 | Yes |
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| 11 | 'fa' | [Firefly Algorithm](/Description.md#firefly-algorithm-fa) | 2010 | Yes |
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| 10 | 'cs' | [Cuckoo Search Algorithm](/Description.md#cuckoo-search-cs) | 2009 | Yes |
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| 09 | 'gsa' | [Gravitational Search Algorithm](/Description.md#gravitational-search-algorithm-gsa) | 2009 | Yes |
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| 08 | 'abc' | [Artificial Bee Colony](/Description.md#artificial-bee-colony-abc) | - | Yes |
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| 07 | 'hs' | [Harmony Search](/Description.md#harmony-search-hs) | - | Yes |
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| 06 | 'de' | [Differential Evolution](/Description.md#differential-evolution-de) | 1997 | Yes |
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| 05 | 'aco' | [Ant Colony Optimization](/Description.md#ant-colony-optimization-aco) | - | Yes |
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| 04 | 'acs' | [Ant Colony System](/Description.md#ant-colony-system-acs) | - | Yes |
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| 03 | 'pso' | [Particle Swarm Optimization](/Description.md#particle-swarm-optimization-pso) | - | Yes |
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| 02 | 'ga' / 'gat' | [Genetic Algorithm](/Description.md#genetic-algorithm-ga) | - | Yes |
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| 01 | 'sa' | [Simulated Annealing](/Description.md#simulated-annealing-sa) | - | Yes |
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