is there way to achieve Hierarchical classification ml.net ?

The only way to really do this is through a multilevel modeling (sometimes called structural equation models). There should be some machine learning methods that can handle this, but they typically only handle time as the hierarchical component. Check the Text Classification for Predicting Multi-level Product Categories:

https://arxiv.org/pdf/2109.01084.pdf