Numerical Data Classification Expertise -- 2

As a Python Developer with 7 years of experience, specializing in Web Scraping, Web Automation, and Data Engineering, your project falls directly in line with my expertise. I have a deep understanding of Decision Trees and a proven track record in numerical data analysis, making me confident in my ability to interpret and classify your existing dataset accurately. Over the years, I've honed my skills to provide top-notch services such as Data Extraction, Web Automation, and Python Programming- skills that perfectly align with your project requirements. It's with this comprehensive experience and domain knowledge that I approach data classification tasks for maximum precision and recall. Whether it's scraping large datasets or building predictive models like Decision Trees, I not only generate ideas but also execute them within budget and on-ti

hi, read your project you need an expert data analyst with a clear understanding of decision trees for classification purposes. I am an expert data analyst with more than 5 years of experience. i have full command of decision trees and many other machine-learning algorithms. I am able to do it in both R and Python. Assign this task to me will do it as you demand. Thank you!

Hi there, I'm an AI engineer with expertise in Decision Trees and numerical data classification. I can help you achieve high precision for class 1! Here's my approach: 1- Decision Tree Optimization: I'll leverage my Decision Tree knowledge to carefully tune the model to prioritize high precision for class 1 while considering recall. 2- Data Analysis and Feature Engineering: I'll thoroughly analyze your data (accessible via the link) and potentially create new features to enhance classification accuracy. 3- Model Evaluation and Refinement: I'll implement the Decision Tree model, evaluate its performance, and refine it if needed to meet your desired precision and recall targets. My skills and experience in Decision Trees make me a strong candidate. Let's discuss how I can optimize your numerical data classification! Regards, Islam Amer

Hello, I just read your description and am interested in your project. Am an expert in Numerical Data and have also done certain types of projects. If you need quality work then feel free to contact me. Thanks

As a data scientist with a specialization in Python, I can expertly handle your numerical data classification project. With my deep understanding of Decision Trees and proficiency in numerical data analysis, I assure you precise and reliable results. Having worked on numerous similar projects, I grasp the significance of achieving a high precision for class 1 and recall for the same class. I have consistently delivered over 90% precision for class 1 in projects like yours, ensuring optimal performance and reliable outcomes. My expertise does not end at just delivering results; it extends to supporting you even after the completion of the project. Should further insights be required to maximize the impact of our findings, I'm more than glad to share my knowledge and skills. Let's work together on this, leveraging your valuable dataset and my expertise to uncover hidden insights that will contribute to your business growth and success. Give me the chance to simplify the complexities of data mining for you, harnessing its full potential for informed decision-making processes that will propel your business forward.

Passionate with 5+ years of experience in Data Management, Machine Learning and AI. I enjoy solving complex problems leveraging my technical skills. I am always ready for you for everything. I will help you!

Hi! Pleased to meet you on this platform. I just read through the job details and can help you with this decision tree analysis. Let's discuss more on chat about your requirements and budget. Warm Regards. Bc

I have experience of more than 4 years in ML and DL models, I have done many projects on it, you can check my portfolio. Also given that you're interested in applying Decision Trees or Deep Learning for classification, these models would aim to learn from the features (columns 0 to 20) to accurately predict the target labels (column 'y'). The precision and recall goals you've set (more than 90% precision and more than 20% recall for class 1) suggest you're particularly focused on the performance of the model in predicting the TRUE class effectively while minimizing false positives. I am ready to do this.

Dear , I am excited to submit my proposal for your project involving the classification of numerical data using Decision Trees. With my expertise in data analysis and a deep understanding of Decision Trees, I am confident in delivering the results you are looking for. Key Deliverables: Utilize Decision Trees for accurate classification of the provided dataset. Achieve precision of more than 90% for class 1 and recall of more than 20% for class 1. Provide clear documentation of the classification process and results. I have reviewed the dataset provided and am eager to apply my skills to interpret and classify it accurately. I am committed to delivering high-quality results within the specified requirements. Thank you for considering my proposal. I am looking forward to the opportunity to collaborate on this project. Best regards, Mushtaq