I will explain machine learning models using shap and feature importance

Rudra S

India

I speak English

Machine Learning and Time Series Forecasting Specialist

I am a Data Scientist specializing in machine learning and time series forecasting for price, demand, and supply prediction. I build end-to-end predictive models, including data preprocessing, feature...
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About this Gig

I provide explainable AI solutions to help understand how machine learning models make predictions. Model interpretability is essential for trust, transparency, and decision making.


I specialise in explaining complex models using SHAP and feature importance techniques.

Services include model interpretation, feature impact analysis, and visualisation of how variables influence predictions.


Techniques used:

SHAP values, feature importance, partial dependence analysis, and model interpretation methods.


Supported models:

Random Forest, XGBoost, LightGBM, CatBoost, Neural Networks, and other machine learning models.


Tools:

Python, SHAP, Scikit-learn, XGBoost, LightGBM, Jupyter Notebook, Amazon Sagemaker, Google Colab.


Please contact me before placing an order to discuss your model and interpretation requirements.

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explain machine learning models using shap and feature importance
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explain machine learning models using shap and feature importanceexplain machine learning models using shap and feature importanceexplain machine learning models using shap and feature importance

Expertise:

Feature learning

•

Classification

•

Clustering

+4 more

Programming language:

Python

•

SQL

•

Colab

•

MLflow

•

Amazon SageMaker

Frameworks:

Scikit-learn

•

Keras

•

PyTorch

•

Panda

•

Other

Tools:

Jupyter Notebook

•

TensorFlow

•

MLflow

•

Amazon SageMaker

+3 more

My Portfolio

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