Numerical Model Feature Importance with SHAP

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For my Python-based project, I require a specialist to help me better understand the feature importance of my numerical data model using SHapley Additive exPlanations (SHAP). You will be assisting in interpreting and explaining the weighted influences of each feature, in an effort to optimize and improve my model.

Ideal Skills and Experience:

- Proficiency in Python programming

- Extensive experience in data science and machine learning model interpretation

- Hands-on working experience with SHAP for feature importance identification

- Strong understanding of numerical data modeling and analysis techniques

Your task will entail meticulously examining the model, successfully determining critical feature importance, and supplying a concise, clear explanation of findings. Your insightful analysis will serve as the basis for future model improvements.

The image attached shows the results with LIME. I need a similar with SHAP.

Python Machine Learning (ML) Matlab ja Mathematica Tilastotiede Matematiikka

Projektin tunnus: #37818882

Tietoa projektista

21 ehdotusta Etäprojekti Aktiivinen 2 viikkoa sitten

21 freelanceria on tarjonnut keskimäärin $130 tähän työhön

HelpingHut

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6.9
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$195 AUD 10 päivässä
(19 arvostelua)
6.2
hayteekeys

With comprehensive hands-on experience in Python, data analysis and machine learning, I am adept at using sophisticated tools like SHAP to interpret and explain complex models. My proficiency in working with numerical Lisää

$200 AUD 2 päivässä
(45 arvostelua)
5.9
TheRSTeam

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$120 AUD 3 päivässä
(64 arvostelua)
5.9
ashrafsbai6655

Hello there, I'm excited about the opportunity to work on your project, leveraging my expertise in Python and SHAP analysis to enhance your numerical data model. With a strong background in data science and machine le Lisää

$250 AUD 1 päivässä
(28 arvostelua)
5.3
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scientvivo

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2.1
janita24

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$100 AUD 2 päivässä
(2 arvostelua)
0.0
Anastasiia017

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$70 AUD 2 päivässä
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TuahaZaheer9

With my extensive experience in data science and machine learning, I am an expert in understanding and interpreting model outputs, especially when it comes to feature importance selection. Diving into numerical modelin Lisää

$200 AUD 5 päivässä
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0.0
carlrod97

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$250 AUD 3 päivässä
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0.0