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Add support to print a Confusion Matrix for Classification type of problems.
## Example Use
```Python
model = bc.train("classification_data.csv", "target_column")
model.confusionMatrix()
```
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Add LightGBMClassifier model into the library.
Primary File to Change: https://github.com/blobcity/autoai/blob/main/blobcity/config/classifier_config.py
Reference LightGBMClassifier Implementati…
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Add PassiveAggressiveClassifier model into the library.
Primary File to Change: https://github.com/blobcity/autoai/blob/main/blobcity/config/classifier_config.py
Reference PassiveAggressiveClass…
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Add statistical metric for train model
Metric to utilize in following problem statements:
1. Regression:
* R2
* MSE
* MAE
* RMSE
2. Classification:
* Precisi…
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Add a Python progress bar on the `train` function, to indicate to the user the current training progress.
model=bc.train("datasetpath","target")
File to refer : https://github.com/blobcity/…
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file to refer: https://github.com/blobcity/autoai/blob/main/blobcity/utils/Cleaner.py
Add functionality to drop rows from the data frame which has more then 50% null values or missing values.
ut…
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files to refer:
https://github.com/blobcity/autoai/blob/main/blobcity/main/modelSelection.py
https://github.com/blobcity/autoai/blob/main/blobcity/config/tuner.py
At the end of…
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files to refer:
https://github.com/blobcity/autoai/blob/main/blobcity/blobcity.py
https://github.com/blobcity/autoai/blob/main/blobcity/utils/FileType.py
Currently, the ma…
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file to refer:
https://github.com/blobcity/autoai/blob/main/blobcity/store/DictClass.py
YAML=dict()
ObjectExist= False
ObjectList=None
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Add HistGradientBoostingClassifier model into the library.
Primary File to Change: https://github.com/blobcity/autoai/blob/main/blobcity/config/classifier_config.py
Reference HistGradientBoostin…