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Machine Learning Project - R

$30-250 USD

Cancelado
Publicado hace más de 5 años

$30-250 USD

Pagado a la entrega
Hello, I am looking for someone with experience in machine learning techniques and R whom can do an analysis on a dataset; this will be a classification problem and will need supervised learning techniques applied. The dataset will include around 2 million rows of data and 60 independent variables. Within the most current version of R, walk through your process: 1 - Loading the data into R 2 - Applying linear and/or logistic regression against the data with residual plot/analysis, and some other techniques that you are familiar with that will help determine statistically significant variables; provide your reasoning behind which variables are significant and on the residual plot analysis 3 - Building 4 to 5 models using various techniques, i.e. decision trees, naive bayes, random forest, gradient boosted trees and another technique or two that may be of value and apply 10 fold cross validation 4 - Build a summary chart that shows each model explored along with is accuracy %, AUC, Class Recall % (True N and True Y), Class Precision (Pred N and Pred Y); this chart should then allow one to compare the different models performance and choose the appropriate model. 5 - Provide your thoughts and some next steps to improve any of the above models and perform those steps in R and repeat step 4 Since I am trying to learn how to do this on my own, I am looking for good R programming (nothing extremely advanced) along with good comments. The final deliverable is an R script and a word document providing all of the above. I am looking for a fairly quick turnaround within a few days (at most). If you have any questions along the way, please don't hesitate to ask. Thank you
ID del proyecto: 18281873

Información sobre el proyecto

10 propuestas
Proyecto remoto
Activo hace 5 años

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10 freelancers están ofertando un promedio de $155 USD por este trabajo
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typing.. ...................................... ...................
$155 USD en 3 días
4,9 (30 comentarios)
6,9
6,9
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I am a statistician and a data scientist. I am good at machine learning and data science. I am a statistician and have a strong background of theoretical statistics and mathematics. I am good at web scraping using python, requests, selenium etc. I am also good at implementing machine learning and deep learning based models. I have experience of implementing multivariate regression ,Factor Analysis, Principle Components analysis, ANOVA , LASSO and Elastic net, classification and regresison trees, Monte Carlo methods etc. in R.
$120 USD en 3 días
4,9 (116 comentarios)
6,6
6,6
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I have extensive experience in the domains of Natural Language Processing, Recommender Systems, Machine learning, Deep Learning, Computer Vision, and Reinforcement Learning. While working in the domains mentioned above, I have worked used frameworks like TensorFlow, Scikit-learn, PyTorch, STP and UDP, Caffe2, OpenCV, Keras, matplotlib, seaborn, fastai, Pycharm,NILM algorithms etc) I am also very familiar with classification and clustering algorithms such as SVM,FHMM, Combinatorial Optimization, HART 85 Algorithm, Maximum Likelihood Estimation, KNN, LDA, Fuzzy classification I’m honest, creative and a unique person to carry out your tasks given to me. Leaving your project on our hand is privileged; we'll make sure that the project is done in a perfect way and do our best until you satisfied. I would love to discuss this project with you and meet your exact requirements. I am confident I can provide you with top-notch materials that will fit your needs. I'm proud my work on being professional, of the highest quality and always delivered on time. you can hire me directly through this link https://www.freelancer.com/u/olaideejiwole
$30 USD en 1 día
4,9 (71 comentarios)
6,2
6,2
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Hello, dear! I am interested in your project. I have extensive experience in data analysis such as classification and clustering, feature selection, dimensional reduction, time series analysis, data forecasting, missing data imputation, data visualization using machine learning and deep learning. As a developer with rich experience, I am confident about your project. I will provide perfect results in a short time. If you want to work with me, please feel free to contact me. Thanks.
$200 USD en 3 días
5,0 (31 comentarios)
6,0
6,0
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I will examine your data before implementing any ML model on it I will be able to explain your code step by step with comments also i will compare different models with their respective accuracies.
$250 USD en 3 días
4,9 (73 comentarios)
5,5
5,5
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Data analyst/data scientist/R programming I am a mathematician. I am well versed with Algebra and analysis. I work on: - Linear algebra - Statistics - Statistical modelling using R -Rmarkdown report -Maching Learning using R -Predictive models - Models for classification and regression -Macroeconomics and microeconomics -data analysis -data entry -Econometrics -SPSS -STATA -Anova -time series -spatial regression with Geoda -Portfolio and risk management
$30 USD en 2 días
4,8 (15 comentarios)
4,9
4,9
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Hello there, I have read your project description and I can help you get your machine learning project done perfectly. In fact, i’m a data scientist with a proven working experience and I have done similar project before. I’ll apply all the models you suggested and provide a professional report. Please send me a private message to discuss further details. Thanks and regards
$100 USD en 5 días
4,6 (23 comentarios)
4,5
4,5
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I am a best machine learning developer I have already done more than 100 machine learning and deep learning project and I have 10 years of development history about this field. I can detect model by using machine learning If you hire me I will do my best for you Thanks Please send me message
$222 USD en 3 días
5,0 (2 comentarios)
2,5
2,5
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My team are most talented and well experienced researchers and developers in data analysis you can ever find. having a project but it is very difficult to choose who is capable of doing your work as the way you wanted? Looking for freelancer, who can manage anything that comes up with great response and quality work but for fair price? We will try our best effort to provide good solution and if we are hired you'll definitely receive outstanding result before the project deadline. Look no further, and feel free to contact us. Talking about skills, my team can manage anything that comes up with data science such as data analysis and mining including image processing, Machine learning algorithm and developing the Python, R, ,Sas, Weka, Martlab, Labview.
$166 USD en 3 días
4,8 (2 comentarios)
1,4
1,4
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Hello, I have read your requirement and I think I am very fit for your project. I am good at mathematics, Algorithm, probability, statistics and machine learning. I have done many machine learning projects using tensorflow, keras, Django, flask with python. I pride myself on writing clean, efficient, and well-documented code. Now I am doing a NLP project and the client is so happy with my work. I am very good at R also so I am ready to discuss with you on your project.
$277 USD en 3 días
0,0 (0 comentarios)
0,0
0,0

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Bandera de UNITED STATES
Chicago, United States
5,0
51
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Miembro desde abr 1, 2007

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