doc: update docs. (#30347)

* Update 09-error-code.md

* Update 03-preprocess.md

* Update index.md

* Update index.md

* Update index.md

* doc: update docs.

* Update index.md

* Update index.md

* Update index.md
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Haojun Liao 2025-03-22 22:36:25 +08:00 committed by GitHub
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2 changed files with 4 additions and 2 deletions

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@ -136,8 +136,6 @@ res_start_time = 1730000000000
gen_figure = true
```
算法对比分析运行完成以后,生成 fc-results.xlsx 文件,其中包含了调用算法的预测分析误差、执行时间、调用参数等信息,如下表:
| algorithm | params | MSE | elapsed_time(ms.) |
| ----------- | ------------------------------------------------------------------------- | ------- | ----------------- |
| holtwinters | `{"trend":"add", "seasonal":"add"}` | 351.622 | 125.1721 |
@ -146,3 +144,4 @@ gen_figure = true
如果设置了 `gen_figure` 为 true分析结果中还会有绘制的分析预测结果图如下图所示
<img src={fc_result} width="360" alt="预测对比结果" />

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@ -100,6 +100,7 @@ lof={"algorithm":"auto", "n_neighbor": 3}
对比程序执行完成以后,会自动生成名称为`ad_result.xlsx` 的文件,第一个卡片是算法运行结果(如下图所示),分别包含了算法名称、执行调用参数、查全率、查准率、执行时间 5 个指标。
| algorithm | params | precision(%) | recall(%) | elapsed_time(ms.) |
| --------- | -------------------------------------- | ------------ | --------- | ----------------- |
| ksigma | `{"k":2}` | 100 | 100 | 0.453 |
@ -107,6 +108,8 @@ lof={"algorithm":"auto", "n_neighbor": 3}
| grubbs | `{}` | 100 | 100 | 2.811 |
| lof | `{"algorithm":"auto", "n_neighbor":3}` | 0 | 0 | 4.660 |
如果设置了 `gen_figure``true`,比较程序会自动将每个参与比较的算法分析结果采用图片方式呈现出来(如下图所示为 ksigma 的异常检测结果标注)。
<img src={ad_result} width="540" alt="异常检测标注图" />