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如何生成逼真的合成表格数据:独立采样与关联建模方法对比
上面代码生成的数据可能跟原始数据匹配得很好,但是却缺少变化,覆盖不到生产环境可能出现的一些组合。有几种办法可以调节真实度和约束程度。可以换个比随机森林更强或更弱的模型来生成预测,或者调它的超参数。比如随机森林可以调树的最大深度 (max depth) ...
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