Завершено

Regression analysis by machine learning

I analyzed machine learning using "Boosted Decision Tree Regression" analysis of Microsoft Azure Machine Learning. In the analysis, hyper parameters are adjusted. Finally, in this analysis, the average value of the coefficient of determination is about 0.8 in k-division cross-validation, and I believe that the prediction has been made.

I want to do this analysis in Python, and I have created the same analysis code in Python, but I have only obtained results that are considerably less accurate than the analysis results of Microsoft Azure Machine Learning.

I would like a freelancer who can provide Python code that can provide the same accuracy as Microsoft Azure Machine Learning results.

This project has the following goals:

1. Regression analysis by machine learning using "Boosted Decision Tree Regression"

2. Python code analysis

3. Provide Python code used for analysis

4. Hyperparameter adjustment with Optuna

5. Listing the importance ranking of features

6. Verification of generalization performance by k-fold cross-validation

7. The number of divisions of training data and test data is 4: 1

8. K-fold cross-validation scores of 0.8 or higher

9. Interpretation of machine learning results (explain what kind of feature value should be taken and what combination is good for the objective variable to be small)

Квалификация: Python, Machine Learning (ML), Статистический анализ

Показать больше linear regression algorithm steps, regression analysis for dummies, linear regression machine learning python, introduction to machine learning algorithms, logistic regression machine learning, linear regression in machine learning ppt, machine learning equations, univariate regression in machine learning, matlab projects regression analysis, simple correlation regression analysis, machine learning vancouver, machine learning companies vancouver, project using spss regression analysis, poisson regression analysis, matlab machine learning regression, data analysis and machine learning what need to learn, log analysis machine learning, Data analysis, interpretation and processing for a regression (Machine learning) , machine learning, data analysis, R,machine learning,statistical modelling,predictive analysis

О работодателе:
( 2 отзыв(-а, -ов) ) Nagoya, Japan

ID проекта: #21929360

Поручен:

JanKuhn1

Hello. Thank you for reading my bid. I am good at ML and Python. Interesting with your project. I can help you in a short time. Don't worry about my suggestion of deadline and budget. I wanna discuss it in chatting. If Больше

$40 USD за 7 дней(-я)
(0 отзывов(-а))
0.0
Sam0072

hello sir, I am a machine learning engineer. I have in-depth knowledge of topics like regression classification clustering reinforcement learning and many more so I can assure you that you will get best accuracy possib Больше

$35 USD за 3 дней(-я)
(3 отзывов(-а))
2.5

6 фрилансеров(-а) в среднем готовы выполнить эту работу за $108

sheak

Hello! Being one of the most experienced Statisticians/Mathematician on this website with around half a thousand excellent reviews and proven track record, I would love to work on this project. I am experienced data an Больше

$250 USD за 6 дней(-я)
(8 отзывов(-а))
5.0
onyx00programmer

Hello. I have read your project details before placing my bid. I can assure you that I can deliver high quality work on time. I am willing to start immediately. Thank you very much.

$100 USD за 7 дней(-я)
(5 отзывов(-а))
2.7
TopFreelancer196

Hello, Dear Employer. Hope you are doing very well. I have read your requirement details carefully and had interesting in it. I have rich experiences with your requirement skills. If you give me an opportunity to help Больше

$100 USD за 5 дней(-я)
(1 отзыв)
1.0
EikerMB

Hi, My name is Eiker MB an experienced developer, I read all your description and I am so interested in, I would appreciate a lot if we discuss details in [login to view URL] regards

$120 USD за 4 дней(-я)
(0 отзывов(-а))
0.0