An Auto ML framework that solves Classification Tasks
Project description
Auto ML for Solving Classification Problems for Tabular Data
Functionality of the Auto ML Framework
- Detects the type of problem from the given target feature
- Does EDA on it's own
- Finds out if there are null values present or not
- If null values are present they are treated specifically with the class they are present in
- Forms train-test split on it's own
- Applies 6 ML models to show the use which model performs the best
Usage
- Make sure you have Python installed in your system.
- Run Following command in the CMD.
pip install ARAMBHML
Example
test.py
from ARAMBHML import get_model_info
Make sure all the folders are there
dataframe_dir = 'path/of/dataframe_dir' Run get_model_info(dataframe dir)
Screenshots
Note
- I have tried to implement all the functionality, it might have some bugs also. Ignore that or please try to solve that bug.
Project details
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ARAMBHML-0.0.2.tar.gz
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