KacperKubara / KacperKubara/distython
HVDM failing with NearestNeighbors
- Dominant language
- Python
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- 59
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- 3
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Description
When I am trying HVDM with NearestNeighbors, I am getting following error but on other hand HEOM working fine.
second question is, should I include label or class column index into categorical_ix or not ?
```python
distance_function = HVDM(data, class_index, categorical_ix)
nbrs = NearestNeighbors(n_neighbors=15, algorithm='ball_tree', metric=distance_function.hvdm).fit(data)
dis_value, indices = nbrs.kneighbors(data)
```
I am keep on getting this error..
```
Division by zero is not allowed!
Division by zero is not allowed!
Division by zero is not allowed!
Division by zero is not allowed!
Division by zero is not allowed!
Division by zero is not allowed!
Division by zero is not allowed!
Division by zero is not allowed!
Division by zero is not allowed!
Division by zero is not allowed!
Division by zero is not allowed!
Division by zero is not allowed!
Division by zero is not allowed!
Division by zero is not allowed!
Division by zero is not allowed!
Division by zero is not allowed!
Division by zero is not allowed!
Division by zero is not allowed!
Division by zero is not allowed!
Division by zero is not allowed!
Division by zero is not allowed!
Division by zero is not allowed!
Division by zero is not allowed!
Division by zero is not allowed!
```
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