Sklearn binary classification işler

an interface needed... When programmed device boots a fullscreen video player appears and start playing "" (located on SD card) loops till digital trig signal comes with the digital signal program selects video according to 4bit binary input value and start that video for example if b3,b2,b1,b0 = "0011" start playing with a busy signal via digital out when video over and digital signal reset and play back to what ever binary inputs are till the digital trigger signal true again

...tabana çeviren recursive bir fonksiyon yazın. Örneğin girdi 01110 ise çıktı 14 olmalıdır. Eğer girdide 0 ve 1 harici bir karakter varsa exception atmayı unutmayın. 2. Recursion uygulaması a. ~lriddle/ifs/pythagorean/ sayfasını ziyaret edin ve orada iterated function system kısmında verilen iki adet fonksiyon vasıtasıyla formülün üzerinde bulunan binary tree fractallerini bir GUI programı ile çizdirebilen bir Java programı yazın. 3. Multithreading a. dosyasının içinde aralarında birer boşlukla ayrılmış N tane tamsayı olduğunu varsayın. Öncelikle ana thread içinde bu sayıları bir tamsayı dizisine okuyun. Ardından dizinin ilk yarısını bir thread diğer yarısını ise başka bir thread vasıtasıyla toplayın. Ana thre...

Konu başlıklarına göre RSS kaynaklardan yazarların makaleleri çekilip veri tabanında saklanacak. Sonra konularına göre sözlük oluşturulup classification fonksiyonları eğitilecek. sonra yeni makalelerin hangi konuda olduğunu anlayacak bir uygulama yapılacak Uygulama PYTHON da yapılmalı. Acilen tekliflerinizi bekliyorum.

2-3 Milyon verisi bulunan 2boyutlu yüz veritaban?ndan 2-3 saniye içersinde sonucu döndüren bir yaz?l?m yaz?lacakt? önemli olan performans esas al?nacakt?r.rnrnKullan?labilecek yöntemler : Yüz bilgilerini hash data olarak tutup iyi bir ?ekilde indexleme , Binary tree yap?s? vsrnrnKullan?labilecek Teknolojiler: Matlab, Cuda, Open GL,vs

...primary objectives of this urgent project include: 1. Multi-Modal Data Integration: Develop algorithms to effectively fuse information from text, images, and audio sources to capture the holistic context of emotional expression. 2. Text Analysis: Implement state-of-the-art NLP techniques to extract sentiment and emotion from textual data. This involves sentiment polarity detection, emotion classification, and fine-grained sentiment analysis. 3. Image Analysis: Utilize deep learning architectures such as convolutional neural networks (CNNs) to extract features from images and recognize emotional cues, facial expressions, and body language. 4. Audio Analysis: Employ signal processing and machine learning techniques to analyze audio signals and identify emotional content, includ...

I'm in need of a skilled individual or team to help me with a machine learning project focusing on image classification. The purpose of the models is primarily for classification, not any other form of analysis. Key Requirements: - The models will be working with image data, so experience in deep learning and image processing is a must. - The processing needs to happen in real-time. It's a critical aspect of the project. Ideal Skills: - Proficient in image processing and deep learning techniques. - Experienced in developing and deploying real-time machine learning models. - Strong background in image classification and neural networks. If you have a portfolio or past project that demonstrates your abilities in these areas, I'd be very interested in t...

Call for Designers: Create a Unique Character based on the photo I am submitting MAKE SURE TO USE THE ATTACHED PHOTOS AS A REFERENCE We are excited to announce a creative design contest to reimagine this hairy character. This contest is an opportunity for talented designers to bring a fresh and innovative look to the character. Contest Overview: We’re looking for a unique design that maintains the essential characteristics of the character—small, furry, and round/oval—while introducing a distinctive, modern twist. We feel something as close to hand drawn will be the best approach, but are willing to entertain other approaches. There should be no appendages except eyes, and they shouldn't be too prominent. At the same time, the character needs to be likeable. In...

I am in need of a seasoned Python AI/ML developer who specializes in Natural Language Processing, specifically focusing on Text Classification. The task is complex and requires a high level of skill and understanding of AI/ML algorithms. Ideal Skills: - Proficient in Python - Strong experience with AI/ML - Expertise in Natural Language Processing - Track record of successful text classification projects - High attention to detail The successful candidate will deliver a robust and accurate Python AI/ML code that can effectively classify text materials. The developed software should accurately sort and classify written content according to specified categories. This could lead to further similar work for the right candidate. Your previous work experience in similar projects ...

The task involves integrating a machine learning model, specifically in the ONNX format, into a Flutter application to enable text classification into five categories based on user descriptions. This requires the development of a custom Flutter plugin that facilitates communication between Flutter's Dart code and native code on both Android and iOS platforms. The plugin will utilize the ONNX Runtime to handle the loading and execution of the model, with the Flutter application calling this plugin to process and classify text inputs. (My budget is no more than 30 euros but i will habe 3 models on the same application if you are successful so please do not waste both of our time if you dont have time or dont agree with the budget.)

I'm looking for a skilled professional who can solve advanced level CTF challenges, in various categories. I need someone who can tackle challenges in Web Exploitation, Binary Exploitation, Cryptography, as well as other categories like web, forensics, osint, and more. Key Responsibilities: - Solve advanced level CTF challenges in multiple categories Ideal Skills and Experience: - Extensive experience with CTF challenges - Proficiency in solving challenges in Web Exploitation, Binary Exploitation, Cryptography, web, forensics, osint, etc. - Proven track record of solving advanced level CTF challenges - An understanding of security concepts Please note that the specific programming languages or platforms to be used in solving the challenges are not specified, but yo...

Hello gu...than 90% accuracy only 3- We will be able to choose between 1 and 5 minutes of expiration 4- We will be able to inform the value of the investment 5- We will have the martingale option with 2 steps 6- We will have a panel with the signals received on the day with the amount of Wins, Losses and Draws and the profit or loss result will be displayed 7- This extension will be programmed to work on all binary options brokers but now we will only have 12 brokers 8- This extension will execute the signals on all brokers we are logged into 9- We will be able to choose to work with a real account, or demo That is all guys.. :) If you can work within this budget, send me a message for more information. If you can't, don't waste your time and don't make me waste mi...

I'm in need of a skilled professional who can develop a video analytics and processing tool for me. This tool will primarily be used to ...used to analyze video files in MP4, AVI, and MOV formats. The core requirements for this project are: - Vehicle Counting: The tool should be able to accurately count the number of vehicles in a given video file. - Vehicle Classification: It should also be able to classify the vehicles in those videos by type. The ideal completion timeframe for this project is within a month. Given the complexity of the task, I'm keen on working with someone who has prior experience in developing AI-based video analytics tools, particularly in the realm of vehicle counting and classification. If you've got the skills and the experience, I l...

I am seeking a professional with experience in clinical prediction model development to create a tailored system for my organization. This project will focus on using patient demographic information, medical histories, and clinical observations to identify high-risk patients. The desired output of this model is twofold: 1. The Probability of high-risk classification - this will enable us to determine the likelihood of a patient being categorized as high risk. 2. The Severity level of risk - this information will quantify the degree of risk associated with each patient. Preferred skills and experiences for this project are: - Clear understanding of clinical data and how to interpret it. - Proven experience building predictive models, especially in a clinical or medical setting. - ...

Implement a BERT model for text classification to filter emotions of Twitter posts based on their content.

...classifications (A, B, C) and demand patterns to inform strategic purchasing and product placement decisions. 3. Functional Requirements 3.1 Inventory Management Product data management: Maintain a comprehensive database of products with attributes (SKU, name, description, unit cost, etc.). Inventory tracking: Track stock levels across all locations (warehouses and branches) in real-time. ABC Classification: Classify products into A, B, and C categories based on Pareto analysis (annual demand value or other chosen parameter). Minimum reorder point (ROP) calculation: Automatically calculate optimal reorder points for each product considering lead time, demand variability, and safety stock. Purchase order generation: Generate purchase orders for suppliers based on calculated reor...

I'm in need of a skilled developer who can create a website for my binary options brokerage. The main features of this project include: - Website Development: I require a professional who can design and develop a fully functional, minimalistic website for my binary options brokerage. - Trading Platform Integration: The selected professional should have experience in integrating trading platforms into websites. The platform should include real-time charts, payment system integration, and user account management capabilities. Ref: ou ou

...processes. This project aims to improve the classification accuracy of predominantly product and entertainment videos. The specialist should keenly and proficiently handle tasks including: - Video Editing: Refining the quality and premises of the videos. - Video Encoding: Converting video files from one format to another without compromising their quality. - Video Transcoding: Transforming videos into different formats for smooth viewership across several platforms. The ideal freelancer should have a proven track record of accuracy in video classification and experience in video processing techniques such as editing, encoding, and transcoding. The ultimate goal here is to enhance the search capabilities of the videos through improved classification accuracy. Being...

I'm in search of an expe...project involving firmware updates via an EtherCat network. Mainly dealing with binary files, it's crucial that you know your way around them. Key Responsibilities: - Develop a C code for file reading and writing. - Transfer firmware updates between EtherCat-enabled devices (specific device details will be shared later). - Monitor file changes post firmware update on an EtherCat network. Ideal freelancer would have: - Proficiency in C programming especially dealing with EtherCat network. - Understanding of binary file handling. - Experience with firmware update processes. - Expertise in network-enabled device communication. So, if you have hands-on experience with EtherCat, firmware updates and a will for some binary handling...

I'm in need of a skilled data analyst experienced in machine learning methodologies for a medium-sized project. The task will include: - Working with a dataset comprising both numerical and categorical data - Applying data analysis methodologies to draw insightful conclusions I have a code for 3 classifiers , but the valuse for classification report is the same i want you to solve my problem

...skilled data scientist or machine learning engineer to help me with a project on fraud detection. Key Points: - The purpose of the project is to identify fraudulent activity in a social network. - The dataset will be provided in CSV format. Before applying Graph Neural Networks (GNN) for node classification, there are specific feature engineering tasks that need to be completed. Ideal Skills: - Strong background in machine learning, particularly with graph neural networks and node classification. - Experience with feature engineering specific to time-based data (e.g., Von Mises distribution). - Familiarity with fraud detection techniques and best practices in the field. I'm looking to have this project completed as soon as possible. Please only apply if you can co...

I'm in need of a competent virtual assistant for my growing mobile car wash business to help systematize my leads' pool. Your main responsibility w...excellent organization skills will be of immense benefit in carrying out these tasks effectively. Key tasks and qualifications include: - Reaching out and sifting through leads via phone call - Classifying those explicit in their disinterest in our services or no budget - Performing data entry tasks into CRM - Proficient communication, sales email skills - Exceptional organization and classification skills - Ability to work independently Previous experience as a virtual assistant, particularly in lead organization AND SALES , would be highly advantageous. if possible for every appointment booked by you there will be...

I'm looking for an experienced data analyst with expertise in python and data modelling to apply a model and predict greyhound results either winner / loser or position. I have attached a data file 8000+ races and 68 data features. The last two columns contain a finishing 'position' and winner classification. Once you have a model that you think is working I will send you a new data file which your model has not seen and you can provide your predictions. If the model work wells then I am happy to pay for it.

The task involves integrating a machine learning model, specifically in the ONNX format, into a Flutter application to enable text classification into five categories based on user descriptions. This requires the development of a custom Flutter plugin that facilitates communication between Flutter's Dart code and native code on both Android and iOS platforms. The plugin will utilize the ONNX Runtime to handle the loading and execution of the model, with the Flutter application calling this plugin to process and classify text inputs. (My budget is no more than 30 euros but i will habe 3 models on the same application if you are successful so please do not waste both of our time if you dont have time or dont agree with the budget.)

Project Description: I seek a skilled professional to develop a comprehensive methodology for classifying policies and measuring associated risks and compliance. The objective of this project is to establish a clear and efficient process for categorizing company policies based on their strategic importance, risk level, and compliance requirements. Key Deliverables: 1. Policy Classification: - Design a process to classify policies. - Include criteria for determining the strategic importance of each policy. 2. Risk Measurement Scale: - Develop a scalable framework to assess the risk associated with each policy. - This should include quantitative and qualitative measures. 3. Compliance Measurement Tool: - Create a mechanism to evaluate compliance levels for each pol...

I am looking for an experienced programmer to design and test a program for analyzing the binary options market, utilizing the Pocket Option API. The program should be developed in JavaScript and HTML and run locally on a laptop without the need for cloud services. Project Requirements: Integration with the Pocket Option API. Automated opening of "up" or "down" positions based on predetermined predictive algorithms. 97% positive outcomes from positions executed by the system. Scope of Work: Designing and programming the software. Comprehensive testing of functionality before final delivery. Optimization for performance and stability.

I'm in need of a competent virtual assistant for my growing mobile car wash business to help systematize my leads' pool. Your main responsibility w...excellent organization skills will be of immense benefit in carrying out these tasks effectively. Key tasks and qualifications include: - Reaching out and sifting through leads via phone call - Classifying those explicit in their disinterest in our services or no budget - Performing data entry tasks into CRM - Proficient communication, sales email skills - Exceptional organization and classification skills - Ability to work independently Previous experience as a virtual assistant, particularly in lead organization AND SALES , would be highly advantageous. if possible for every appointment booked by you there will be...

Hello, I want to set up a binary options site. It will be exactly like the IQ OPTION site. I would appreciate it if friends who have experience in this field could write and contact me. Friends who can do the installation, including the script, I am waiting for an offer from you, thank you. I WOULD LIKE TO REQUEST THE SCRIPT AND INSTALLATION FEE. IF YOU HAVE ONE, COULD YOU SHARE A SIMILAR PROJECT YOU HAVE DONE BEFORE? THANK YOU. I have attached the site script and similar ones, I would appreciate it if you could take a look.

I'm in need of a professional who can create a 3D Convolutional Neural Network (CNN) model diagram for a brain tumor classification project. I will share file. This will be based on my approach using 3D CNN and Transfer Learning for Brain Tumor Classification.

I need a visual representation of the system architecture for my .ipynb file. This will be based on my approach using 3D CNN and Transfer Learning for Brain Tumor Classification. The main purpose of this diagram is to provide an overview of the system architecture, similar to how it is in research papers. It should be clear, detailed and well-annotated to help me understand the flow of data and the various components involved in the process. Key Requirements: - The diagram should be in PNG format. - Include detailed annotations to help me understand the components, their interactions and the flow of data in the system. - Proven experience in creating architecture diagrams, especially in the context of machine learning or deep learning projects, would be highly beneficial.

Please read completely before placing a bid ! Please bid only if you also plan to respond... Please someone who is interested in doing several projects Please make realistic offers and no fake offers where the price multiplies afterwards. Please keep in mind that changes can still be made during the testing phase ! Hello, I am looking for a programmer for regular collaboration, who can write an upload/download tool for usenet in the first step. Thank you! My Requirements are: -Combine the settings of the programs mentioned (ngPost, Nyuu, NewsUP, SabNZBd) -download functions like the program "sabNZBd" -for Windows (With a proper installation routine and as an .exe file!!) -Python -NNTP (Network News Transfer Protocol) -modern GUI and a nice logo :) -source code, commenting o...

I'm looking for a qualified data scraper for a specific platform-oriented task. Your task includes: - Extraction of product information such as Reference, type, value, bed...name, owner email, owner phone, owner category. pickup owner. - Download all images related to each product and save them in a separate folder named according to the product code reference. Ideal candidates will have demonstrated experience in web scraping, data mining, and handling a substantial volume of data extraction for digital products. Proficiency in automated image collection and classification is mandatory, along with familiarity with accessing various platforms to retrieve required data. Your efforts will significantly contribute to my data migration needs. The website in question is in Portu...

I'm in need of a competent virtual assistant for my growing mobile car wash business to help systematize my leads' pool. Your main responsibility w...excellent organization skills will be of immense benefit in carrying out these tasks effectively. Key tasks and qualifications include: - Reaching out and sifting through leads via phone call - Classifying those explicit in their disinterest in our services or no budget - Performing data entry tasks into CRM - Proficient communication, sales email skills - Exceptional organization and classification skills - Ability to work independently Previous experience as a virtual assistant, particularly in lead organization AND SALES , would be highly advantageous. if possible for every appointment booked by you there will be...

Hi are you available for a session sometime within the next 8 hours? I am looking for someone to help teach me and help me to create a C# Web API using ASP.NET core which will be a middleware between an Angular front end and a deep learning model backend ...and help me to create a C# Web API using ASP.NET core which will be a middleware between an Angular front end and a deep learning model backend I have completed a basic start up from Microsofts tutorial - but I am struggling to understand how to link the C# Web API to the front end and to the back end The front end at this stage is a simple button that will endeavour to upload an image for classification - the backend at this stage is a sequence of image pre-processing steps to segment the area of interest from non-areas o...

I am a business owner looking to establish a strong online presence. I'm in the market for an e-commerce website specifically aimed at selling my products. Key features required: - The main feature I need is a robust product catalog. My potential customers should be able to easily browse through my products. Inventory Classification: - The catalog needs to be sorted by price, therefore the ability to effectively categorize products by price is crucial. Ideal Freelancer: - An experienced website developer with a portfolio showcasing previous e-commerce projects. - Proficient with incorporating shopping platforms into a site. - Ability to make an easy-to-navigate product catalog. I need a smooth, hassle-free website that is easy to navigate and caters to customers who ra...

...mining expert to rework my project's problem statement, craft novel project objectives, and link the methodology with a literature review. I'm primarily focusing on Stacking classifier and Hybrid stacking models. The ideal candidate should have a strong background in these models to help develop a completely new approach for my project. Key requirements for this role include: - Expertise in classification models, especially Stacking classifier and Hybrid stacking - Strong experience in data mining and methodology development - Proven track record of combining insights from multiple studies - Ability to write a comprehensive literature review and identify gaps in existing studies Your role will be crucial in not only improving the problem statement and objectives but...

I'm seeking a skilled Python developer who can aid in creating, training, and testing a Convolutional Neural Network (CNN). Specific context about the desired classification problem and the type of images for training/testing are yet to be determined and will be shared as the project goes on. The deliverable of your task will be a working Python code able to solve a given image classification problem, producing corresponding output, which will be discussed further after kickoff. For this task, proficiency in Python and familiarity with machine learning and deep learning frameworks are critical, specifically in areas related to: - Python, with emphasis on libraries for data analysis and manipulation (such as Pandas, Numpy), data visualization (like Matplotlib, Seaborn),...

...performance issues. - Experience with the 1.20.1 Minecraft version and knowledge of mods available for it. - Familiarity with Spark and/or Observable mods and how to read their output (If you are familiar with a different profiler, please still apply and let us know what you use). - Comfortability with checking files and files and reading their output. - Experience with doing binary searches and dealing with dependencies in such a situation. - Strong problem-solving and analytical skills. - Ability to take notes on things attempted and changes made. - Strong ability to communicate kindly both in technical and layman's terms. - Knowledge of performance mods, their use, and compatibility details is highly desired. If you're a Minecraft expert with a passion for solving...

I am seeking a Machine Learning engineer with proficien...Machine Learning engineer with proficiency in Python. You should be able to apply your skills to solve a classification problem with a text dataset. Key Responsibilities: - Develop and implement a suitable ML model for the text classification problem - Conduct detailed data analysis and preprocessing Ideal Skills & Experience: - Extensive Python programming experience - Wide understanding and experience in Machine Learning, specifically in classification problems - Experience in working with text datasets - Familiarity with popular Python libraries used in ML such as scikit-learn, pandas, and numpy If you have a strong grasp of Machine Learning techniques, particularly in text classification ...

I am looking for a proficient ...Face and Gradio to create a small text classification application. This project involves the following key aspects: - **Functionality:** The primary objective of the application is to perform text classification. This means that it should be able to analyze given text and assign it to a specific category or label. - **Deployment:** The application should be deployed as a web application. Key Skills and Experience: - NLP, Machine Learning - Proficiency in Python. - Experience with Hugging Face - Gradio. - Prior experience in developing text classification applications. - Familiarity with web application deployment processes. Please note, the application does not need to support multiple languages, as it will primarily be used for Engl...

I want an Android app for serial communication (like Hyperterminal). * Well documented source code of the app will be provided. * App will be capable of sending and receiving (i.e. full-duplex) serial data via OTG cable with RFD900A device. * The send and receive will be handled simultaneously. * Received data will be displayed on screen as text, hexcode or in binary form depending on user selectable option. * Received data will be saved into a file. User shall be able to enable or disable this option. * User will be able to define the log file name. * App will transmit data typed from a keyboard (similar to Arduino terminal) or should be able to select a file to read and transmit. * User will be able configure the serial port (i.e. select com port, baud rate (1200, 2400, 4800, 960...

...versions is beneficial. There's also a need to integrate Power Automate, so experience with this tool is essential. Ideal candidates must be proficient with SharePoint, organized, detail-oriented, and experienced in workflow automation and Power Automate. Below is JD Position Title: Functional Business Analyst 2- Run the Business (RTB) Reports to: Enterprise Solution Delivery Support Manager Classification: Exempt Creation Date: February 2023 EEO-1: Professionals Job Summary: This Functional Business Analyst 2- Run the Business (RTB) works within traditional waterfall project teams or within a strategic, agile, DevOps project team. Observing and documenting the current state objectively and develop clear solution requirements through influence, facilitation, and communica...

I have the distilberd model in .onnx format. it cant be done with tflite as i have not used tensorflow in my project. i need a flutter developer to start the integration immediately. it is a model for text classification. my budget is no more than 25 euros for each model. i have 3 models in total all similar on the same application. please bid only if you have time and agree with the budget. i dont want any bargain

I'm in immediate need of a talented machine learning specialist to work on our classification and regression tasks, using numerical data. Key Requirements: - Proficient in ML techniques, particularly classification and regression - Strong understanding of numerical data structures - Able to deliver results in a timely manner, as the project is urgent

...tight deadline as it's due tomorrow, so you need to be able to work efficiently without compromising quality. My task is: Create a library that implements a stack via a linked list. Only positive numbers in the range of the number of bytes that will be entered when creating the stack will be able to be stored in the stack. The stack will be able to be saved to and loaded from a binary file. The binary will be in the given format - the first byte will be the range of numbers to store, followed by the numbers themselves stored on the stack. Save and load the file according to convert_number_to_bytes(x, count_byte), write_number(file, count_byte, number), convert_bytes_to_number(bytes), precision_number(file). It will be possible to create any number of stacks. It will...

I am looking for a skilled professional to help me with the following project: - Crawl and download containers from Docker Hub and GitHub Container Registry - Extract all binaries, etc, from the containers -...extracted binaries as deb packages in an APT repository - Utilize AI to ensure the repository is kept up-to-date with new and updated binaries daily. Ideal Skills: - Strong experience with container technologies, especially Docker and GitHub Container Registry - Proficiency in building and maintaining APT repositories - Knowledge of AI for automated software updates - Excellent understanding of binary extraction and packaging - Previous experience in software distribution is a plus. Please apply with your relevant experience and a brief outline of how you would approach thi...

...and experienced machine learning professional who can assist me in a project involving image classification for academic research. Key Tasks: - Data Preprocessing: Processing and cleaning the image data to make it suitable for training. - Model Training: Developing and training a machine learning model that can classify images effectively. - Feature Selection: Identifying the most relevant features from the data to improve the accuracy of the model. Goal: - The primary goal of this project is to classify images into specific categories. Final Use: - The classified images will be used for academic research. Ideal Skills: - Proficient in machine learning techniques, especially in image classification - Strong experience in data preprocessing and feature selection - Prev...

We are currently seeking a Machine Learning specialist, specifically with expertise in facial feature extraction, classification, etc. Basically, we have some clusters of human dataset (it's still in progress) including actors (actresses), sportsman, scientists, businessmen, and educators. We'd like to build a model to output the appropriate career according to the input image. If you read this, please include a word "talent" in your proposal so that I can filter some unreasonable bids. Although we have one specific task, the project's scope may expand based on the freelancer's input and the results obtained. Looking forward to your proposals!

...experienced Python - TensorFlow/PyTorch developer to build a Deep Learning model for brain tumor classification. You should be adept with the following tools and libraries: The primary objective of this project is to create a reliable classification system that can accurately differentiate between brain tumors (types). The project will involve the development of a 3D convolutional neural network (CNN) along with transfer learning that can process the provided MRI images effectively. Key requirements for this project include: - Extensive experience in machine learning, particularly with CNNs - Proficiency with medical image analysis, particularly with MRI images - Previous experience with brain tumor classification is highly desirable - Strong understanding of tran...

...text-based multilabel classification model. This project involves the following key elements: - **Model Development**: The core machine learning model is in place, but I need assistance with the writing and documentation surrounding it. Your help in creating a comprehensive thesis document is crucial. - **Incorporating Research Papers**: While I haven't specified a particular way to integrate research papers into the thesis, I'd like a freelancer who can analyze and incorporate these papers effectively. This might involve citing them as references, summarizing them in a literature review section, or making a detailed comparison of methodologies. The ideal candidate for this project should have: - Proven experience in text classification, and ideally, multilabe...

...data. For example, re-express “Education” as 0 (unknown), 1 (primary), 2 (secondary) and 3 (tertiary). Also, the data does not have any missing entries; hence, you don’t have to ‘clean’ the data. Required: The classification goal is to evaluate the accuracy of the (choosen) model in predicting if a respondent will subscribe to the term deposit (No vs Yes) offered by the bank. Use all the knowledge that you have gained in class on KNN-classification to address this problem. You are free to choose (i) which independent variable(s) to use, (ii) whether you want to estimate the classification model using the entire sample observations, or splitting the full sample into training and testing sets, and (iii) the optimal k-neighbor value. But...