logical regression and Random forest


Find the churn issue

Build the model and suggest actions

Data provided:

Training model – dataset which includes features of SME customers in Jan 2016, as well as the info about whether or not they have churned by Mar 2016.

The prices from 2015 for these customers.


Use the trained model to “score” customers in the verification data set (provided in the file) and put them in descending order of the propensity to churn.

Classify these customers into two classes: those which you predict to churn are to be labelled "1" and the remaining customers should be labelled "0" in the result template.

Use the ROC curve and Brier scoring


Will a 20% discount offered to customers predict to be a good measure for churn (assuming it’s applied to all customers)?

(Table 1 describes all the data fields which are found in the data. You will notice that the contents of some fields are meaningless text strings. This is due to "hashing" of text fields for data privacy. While their commercial interpretation is lost as a result of the hashing, they may still have predictive power)

Aptitudini: Python, Analiză statistică

Vezi mai multe: pruning is a technique associated with logistic regression, when to use logistic regression over decision tree, advantages of decision tree over logistic regression, logistic regression perform better than random forest, random forest regression, decision tree vs logistic regression, random forest worse than logistic regression, logistic regression vs decision trees vs svm, random time task scheduler, random forest image classification matlab code, matlab code random forest, random forest classification matlab, gabor random forest code, random forest image classification code, face classification using random forest matlab, face classification random forest, random forest face, random forest matlab, neural network random forest, random forest neural network

Despre angajator:
( 97 recenzii ) Singapore, Singapore

ID Proiect: #17723051

25 freelanceri licitează în medie 212$ pentru acest proiect


Hello sir I am a qualified python developer with 8 years of professional experience. I am interested in this project and can do it. I am ready to start the work. Looking forward to hearing from you soon. Bes Mai multe

%bids___i_sum_sub_35%%project_currencyDetails_sign_sub_36% SGD în 3 zile
(87 recenzii)

Thank you for your job posting. If you are online i want you check my profile. As you can see my profile, I have deep knowledge in statistics such as regression and prediction and also have good machine learning algo Mai multe

%bids___i_sum_sub_35%%project_currencyDetails_sign_sub_36% SGD în 3 zile
(79 recenzii)

Hi I am a very experienced statistician, data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several comp Mai multe

%bids___i_sum_sub_35%%project_currencyDetails_sign_sub_36% SGD în 3 zile
(100 recenzii)

My profile is as follows:- 4 years of experience in data science,machine learning and artificial intelligence solving complex problems for Fortune 500 companies - Proficient in R, Python, SQL,Matlab ; Hands on Mai multe

%bids___i_sum_sub_35%%project_currencyDetails_sign_sub_36% SGD în 2 zile
(36 recenzii)

Dear sir. Your project attracted my attention at first glance, because I've extensive experience in Logical Regression & RF Programming. I'm really confident about your project, and very eager to join your project. Mai multe

%bids___i_sum_sub_35%%project_currencyDetails_sign_sub_36% SGD în 3 zile
(28 recenzii)

I have a good hands on working with Advanced R and Python and BI tools and technologies, AI, Big Data. I have quite a good knowledge of DL/ML Algorithm , have also developed Dashboards and Web Applications using flask/ Mai multe

%bids___i_sum_sub_35%%project_currencyDetails_sign_sub_36% SGD în 3 zile
(31 recenzii)

Hi, I have applied random forests in a number of projects. I have read your description and I believe that I can do it perfectly. You can award me project after checking results. Please ping me to discuss details. Th Mai multe

%bids___i_sum_sub_35%%project_currencyDetails_sign_sub_36% SGD în 3 zile
(8 recenzii)

I am a data scientist and am proficient at implementing machine learning models and deep learning based models, both in R and python. I also am familiar with web-scrapping using python. I have good command over variou Mai multe

%bids___i_sum_sub_32%%project_currencyDetails_sign_sub_33% SGD în 1 zi
(58 recenzii)

can you share the data

%bids___i_sum_sub_35%%project_currencyDetails_sign_sub_36% SGD în 3 zile
(36 recenzii)

I am a Machine Learning, Python developer and have professional skills in this Artificial Intelligence, Data Mining, Data Science with working experience of 4 years in it. Also i hold a degree in computer science and Mai multe

%bids___i_sum_sub_35%%project_currencyDetails_sign_sub_36% SGD în 3 zile
(20 recenzii)

Hi. My name is Uzair.I did my masters in Electrical Engineering. I have done my thesis in biomedical signal processing and Machine learning. I have more than 3 years of experience in Python/MATLAB specially in Machin Mai multe

%bids___i_sum_sub_35%%project_currencyDetails_sign_sub_36% SGD în 10 zile
(10 recenzii)

Hi, I'm an engineer in statistics. I already modeled a churn score. I work with R programming language. Contact me if you're interested. Regards.

%bids___i_sum_sub_35%%project_currencyDetails_sign_sub_36% SGD în 5 zile
(10 recenzii)

I have good experiences developing code in Python Programming language for scientific computing , data science , machine learning and deep learning. I ve done some Data science projects with Sci-kit learn library an Mai multe

%bids___i_sum_sub_35%%project_currencyDetails_sign_sub_36% SGD în 4 zile
(10 recenzii)

Dear I hope you`re well. It'll be helpful If you can give the data set also. I've 3 years experience in R Programming and machine learning. I'm a graduate and post graduate in Statistics. Over the last year I wor Mai multe

%bids___i_sum_sub_35%%project_currencyDetails_sign_sub_36% SGD în 3 zile
(7 recenzii)

Hello sir. I'm excited about your project, because I've really rich experience in Logical Regression & Random Forest Programming. I've developed many projects similar to yours and excellent skills. If you award me, Mai multe

%bids___i_sum_sub_35%%project_currencyDetails_sign_sub_36% SGD în 3 zile
(11 recenzii)

As a machine learner, rest assured I will complete the project within this timeframe. I have a very good experience with predictive modelling. consider it done ASAP

%bids___i_sum_sub_35%%project_currencyDetails_sign_sub_36% SGD în 3 zile
(2 recenzii)

we are a team of persons sharing a lot of knowledge in artificial intelligence field. we are experts at machine learning, deep learning, artificial intelligence and computer vision, we work on many environments and Mai multe

%bids___i_sum_sub_35%%project_currencyDetails_sign_sub_36% SGD în 3 zile
(6 recenzii)

Greetings! My expertise and experience in data processing , data analysis, statistical analysis and inferential statistics is a perfect fit of skills you need to accomplish your task with precision. Offer me the ch Mai multe

%bids___i_sum_sub_35%%project_currencyDetails_sign_sub_36% SGD în 3 zile
(10 recenzii)

I have experience in working with many machine learning models and good expertise in classification algorithms like Random forest and logistic regression. I expect to deliver it with in 10 hours as I have already worke Mai multe

%bids___i_sum_sub_35%%project_currencyDetails_sign_sub_36% SGD în 2 zile
(6 recenzii)

Hi I have been working as data scientist for more than 4 years during which i implemented numerous machine learning algorithms to solve varied business problems. In addition, i have been actively participating in onl Mai multe

%bids___i_sum_sub_35%%project_currencyDetails_sign_sub_36% SGD în 5 zile
(2 recenzii)