krypt0nn/cati-tree

分类识别树

维护者

详细信息

github.com/krypt0nn/cati-tree

主页

源代码

问题

安装: 16

依赖: 1

建议者: 0

安全: 0

星标: 1

关注者: 3

分支: 0

开放问题: 0

0.2.3 2021-06-01 12:54 UTC

Requires

  • php: >=7.4

GPL-3.0-or-later 59a134b9a9aec06bdc21250a9983889cc26959ab

This package is auto-updated.

Last update: 2024-09-29 06:20:18 UTC

README

CATI Tree (分类识别树) - PHP 7.4+ 实现数据集识别的库

这个数据结构和其中实现的算法是我发明的，所以它们肯定像狗屎一样工作。更多有用信息（俄语）请阅读这里

安装

composer require krypt0nn/cati-tree

工作示例

树

$tree = CATI\Tree::train ([
    'a' => [
        [1, 2, 3],
        [1, 2, 4],
        [5, 6, 7],
        [6, 7, 8],
        [2, 3, 6]
    ],

    'b' => [
        [2, 3, 1]
    ]
]);

echo 'Training accuracy: '. $tree->acuracy();

file_put_contents ('tree.json', json_encode ($tree->export ()));
$tree = CATI\Tree::load (json_decode (file_get_contents ('tree.json'), true));

echo $tree->predict ([6, 7, 8]) ?: 'unknown'; // a

随机森林

$forest = CATI\RandomForest::create ([
    'a' => [
        [1, 2, 3],
        [1, 2, 4],
        [5, 6, 7],
        [6, 7, 8],
        [2, 3, 6]
    ],

    'b' => [
        [2, 3, 1]
    ]
], forestSize: 5);

echo 'Training accuracy: '. $forest->acuracy();

file_put_contents ('forest.json', json_encode ($forest->export ()));
$forest = CATI\RandomForest::load (json_decode (file_get_contents ('forest.json'), true));

print_r ($forest->probability ([6, 7, 8]));

作者：Nikita Podvirnyy