如何打印所有 eli5.explain_weights() 结果而不使用省略号？

Question

我想打印所有功能的功能重要性，但我一直只得到前几个。

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我尝试过的功能：

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print(eli5.format_as_text(eli5.explain_weights(perm)))\n

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和

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print(eli5.format_as_html(eli5.explain_weights(perm)))\n

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还有格式函数上的显示选项，show=("WEIGHTS", "ALL")但它们都只打印前几个答案，然后用省略号省略其余部分，如下所示：

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0.0955 \xc2\xb1 0.1404  x23\n0.0490 \xc2\xb1 0.0661  x33\n0.0401 \xc2\xb1 0.0253  x64\n0.0324 \xc2\xb1 0.0245  x37\n0.0263 \xc2\xb1 0.0480  x111\n0.0253 \xc2\xb1 0.0057  x107\n0.0248 \xc2\xb1 0.0237  x36\n0.0245 \xc2\xb1 0.0265  x81\n0.0209 \xc2\xb1 0.0173  x46\n0.0139 \xc2\xb1 0.0129  x80\n0.0126 \xc2\xb1 0.0121  x14\n0.0125 \xc2\xb1 0.0182  x1\n0.0122 \xc2\xb1 0.0110  x110\n0.0113 \xc2\xb1 0.0135  x51\n0.0113 \xc2\xb1 0.0198  x116\n0.0106 \xc2\xb1 0.0063  x11\n0.0104 \xc2\xb1 0.0153  x66\n0.0088 \xc2\xb1 0.0278  x113\n0.0086 \xc2\xb1 0.0236  x67\n0.0085 \xc2\xb1 0.0194  x21\n    \xe2\x80\xa6 101 more \xe2\x80\xa6   \n

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有没有办法打印所有内容？

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Answer 1

将属性传递top=100给explain_weightslikeeli5.explain_weights(perm, top=100)

https://eli5.readthedocs.io/en/latest/autodocs/eli5.html?highlight=top

看起来默认值为 20：https://eli5.readthedocs.io/en/latest/_modules/eli5/sklearn/explain_weights.html ?highlight=_TOP

看_TOP=20