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always requires you to optimize two parameters. However, it\ndoes not offer automatic search space extensions like GridSearch.\n\n\nParameters\n----------\n\n* `weka.core.setupgenerator.MathParameter`\n\n  uses mathematical expression to compute the (numeric) parameters\n  \n* `weka.core.setupgenerator.ListParameter`\n\n  list of values; default is blank-separated, but a custom delimiter\n  can be supplied\n  \n* `weka.core.setupgenerator.MLPLayersParameter`\n\n  generates hidden layer definitions for the MultiLayerPerceptron\n  classifier  (contributed by [Jan van Rijn](https://github.com/janvanrijn))\n  \n* `weka.core.setupgenerator.ParameterGroup`\n\n  allows grouping of dependent parameters, e.g., setting on group sets the kernel \n  of SMO to RFBKernel and explores the gamma option, another group sets the\n  kernel to PolyKernel and explores the exponent option.\n\n**Note:** array elements, e.g., the filters inside a `weka.filters.MultiFilter`\ncan be accessed using `[n]` with `n` being the 0-based index. E.g., if the\nthird filter inside a `MultiFilter` is a `PLSFilter`, then its `numComponents`\nproperty can be accessed with `filters[2].numComponents`.\n\n\nSupported parameter types\n-------------------------\n\n* char, string\n* float, double\n* int, long\n* boolean\n* `weka.core.SelectedTag`\n* Java classname (and possible options for classes implementing `weka.core.OptionHandler`)\n\n\nSearch space exploration\n------------------------\n\nThe search space of setups can be explored with different strategies, derived\nfrom `weka.classifiers.meta.multisearch.AbstractSearch`. The following \nstrategies are available:\n\n* `weka.classifiers.meta.multisearch.DefaultSearch`\n  \n  Exhaustive search of parameter space\n\n* `weka.classifiers.meta.multisearch.RandomSearch`\n\n  Random search of parameter space (contributed by [Jan van Rijn](https://github.com/janvanrijn))\n\n\nExample\n-------\n\nWith the following classifier setup:\n\n```\nweka.classifiers.meta.FilteredClassifier\n|\n+- weka.filters.supervised.attribute.PLSFilter\n|\n+- weka.classifiers.functions.LinearRegression\n```\n\nYou can explore the filter's *PLS components* and classifier's *ridge* parameters\nby referencing these properties as follows (the MultiSearch's classifier is\nused as the base for the property paths):\n\n* components: `filter.numComponents`\n* ridge: `classifier.ridge`\n\nFor more examples, please see the following repository:\n\nhttps://github.com/fracpete/multisearch-weka-package-examples\n\n\nReleases\n--------\n\nClick on one of the following links to download the corresponding Weka package:\n\n* [2021.2.17](https://github.com/fracpete/multisearch-weka-package/releases/download/v2021.2.17/multisearch-2021.2.17.zip)\n* [2020.2.17](https://github.com/fracpete/multisearch-weka-package/releases/download/v2020.2.17/multisearch-2020.2.17.zip)\n* [2019.10.4](https://github.com/fracpete/multisearch-weka-package/releases/download/v2019.10.4/multisearch-2019.10.4.zip)\n* [2019.9.30](https://github.com/fracpete/multisearch-weka-package/releases/download/v2019.9.30/multisearch-2019.9.30.zip)\n* old releases: [2018.9.2](https://github.com/fracpete/multisearch-weka-package/releases/download/v2018.9.2/multisearch-2018.9.2.zip),\n  [2018.8.16](https://github.com/fracpete/multisearch-weka-package/releases/download/v2018.8.16/multisearch-2018.8.16.zip),\n  [2018.8.11](https://github.com/fracpete/multisearch-weka-package/releases/download/v2018.8.11/multisearch-2018.8.11.zip),\n  [2017.10.1](https://github.com/fracpete/multisearch-weka-package/releases/download/v2017.10.1/multisearch-2017.10.1.zip),\n  [2017.3.28](https://github.com/fracpete/multisearch-weka-package/releases/download/v2017.3.28/multisearch-2017.3.28.zip),\n  [2016.6.6](https://github.com/fracpete/multisearch-weka-package/releases/download/v2016.6.6/multisearch-2016.6.6.zip), \n  [2016.5.31](https://github.com/fracpete/multisearch-weka-package/releases/download/v2016.5.31/multisearch-2016.5.31.zip),\n  [2016.5.25](https://github.com/fracpete/multisearch-weka-package/releases/download/v2016.5.25/multisearch-2016.5.25.zip),\n  [2016.5.15](https://github.com/fracpete/multisearch-weka-package/releases/download/v2016.5.15/multisearch-2016.5.15.zip),\n  [2016.4.30](https://github.com/fracpete/multisearch-weka-package/releases/download/v2016.4.30/multisearch-2016.4.30.zip),\n  [2016.4.25](https://github.com/fracpete/multisearch-weka-package/releases/download/v2016.4.25/multisearch-2016.4.25.zip),\n  [2016.4.14](https://github.com/fracpete/multisearch-weka-package/releases/download/v2016.4.14/multisearch-2016.4.14.zip),\n  [2016.1.30](https://github.com/fracpete/multisearch-weka-package/releases/download/v2016.1.30/multisearch-2016.1.30.zip),\n  [2016.1.15](https://github.com/fracpete/multisearch-weka-package/releases/download/v2016.1.15/multisearch-2016.1.15.zip),\n  [2016.1.14](https://github.com/fracpete/multisearch-weka-package/releases/download/v2016.1.14/multisearch-2016.1.14.zip),\n  [2016.1.13](https://github.com/fracpete/multisearch-weka-package/releases/download/v2016.1.13/multisearch-2016.1.13.zip),\n  [2015.10.15](https://github.com/fracpete/multisearch-weka-package/releases/download/v2015.10.15/multisearch-2015.10.15.zip),\n  [2015.9.2](https://github.com/fracpete/multisearch-weka-package/releases/download/v2015.9.2/multisearch-2015.9.2.zip),\n  [2014.12.10](https://github.com/fracpete/multisearch-weka-package/releases/download/v2014.12.10/multisearch-2014.12.10.zip)\n\n\nHow to use packages\n-------------------\n\nFor more information on how to install the package, see:\n\nhttps://waikato.github.io/weka-wiki/packages/manager/\n\n\nMaven\n-----\n\nAdd the following dependency in your `pom.xml` to include the package:\n\n```xml\n    \u003cdependency\u003e\n      \u003cgroupId\u003ecom.github.fracpete\u003c/groupId\u003e\n      \u003cartifactId\u003emultisearch-weka-package\u003c/artifactId\u003e\n      \u003cversion\u003e2021.2.17\u003c/version\u003e\n      \u003ctype\u003ejar\u003c/type\u003e\n      \u003cexclusions\u003e\n        \u003cexclusion\u003e\n          \u003cgroupId\u003enz.ac.waikato.cms.weka\u003c/groupId\u003e\n          \u003cartifactId\u003eweka-dev\u003c/artifactId\u003e\n        \u003c/exclusion\u003e\n      \u003c/exclusions\u003e\n    \u003c/dependency\u003e\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffracpete%2Fmultisearch-weka-package","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffracpete%2Fmultisearch-weka-package","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffracpete%2Fmultisearch-weka-package/lists"}