如何在与模型相关的PMML中添加其他信息？
continue
Just a simple question, I'm stuck at a scenario where I want to pass multiple information other than the pipeline itself inside a PMML file.
Other information like:
- Average of all columns in dataset
avg(col1), ... abg(coln) - P values of all features.
- Correlation of all features with target.
There can be more of those, but the situation is like this as you can see. I know they can be easily sent with other file specifically made for it, but since it is regarding the ML model, I want them in the single file: PMML.
The Question is:
Can we add any additional information in PMML file that is extra in nature and might not be related with the model so that it can be used on the another side?
If that becomes possible, somehow, it would be much more helpful.
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PMML标准可扩展使用自定义元素。但是，在当前情况下，您的所有需求似乎都由现有的PMML元素满足。
您可以使用
modelStats元素。您可以使用 元素。
The PMML standard is extensible with custom elements. However, in the current case, all your needs appear to be served by existing PMML elements.
You can store descriptive statistics about features using the
ModelStatselement.You can store function information using the
ModelExplanationelement.