Suljettu

logical regression and Random forest

Task:

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.

How:

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

Further:

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)

Taidot: Python, Tilastoanalyysi

Näytä lisää: 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

Tietoa työnantajasta:
( 96 arvostelua ) Singapore, Singapore

Projektin tunnus: #17723051

26 freelanceria on tarjonnut keskimäärin %project_bid_stats_avg_sub_26% %project_currencyDetails_sign_sub_27% tähän työhön

zhangyingtai

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 Lisää

$250 SGD 3 päivässä
(70 arvostelua)
6.9
widadsaghir1993

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 Lisää

$250 SGD 3 päivässä
(67 arvostelua)
6.6
suyashdhoot

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 Lisää

$250 SGD 3 päivässä
(91 arvostelua)
6.7
aki003iitr

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 Lisää

$222 SGD 2 päivässä
(28 arvostelua)
5.7
alkarajput3131

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 Lisää

$150 SGD 1 päivässä
(51 arvostelua)
5.2
dinhfreedom

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. Lisää

$200 SGD 3 päivässä
(24 arvostelua)
5.3
davidngo817

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, miss Lisää

$200 SGD 3 päivässä
(9 arvostelua)
5.1
shivampanchal

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/ Lisää

$250 SGD 3 päivässä
(26 arvostelua)
5.6
raghavajay3

can you share the data

$222 SGD 3 päivässä
(27 arvostelua)
4.4
matlabxperts

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 Lisää

$255 SGD 3 päivässä
(7 arvostelua)
4.5
roshanasim

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 Lisää

$207 SGD 3 päivässä
(16 arvostelua)
4.5
uzairrzahid

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 Lisää

$222 SGD 10 päivässä
(7 arvostelua)
4.1
Techiedev

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 Lisää

$180 SGD 4 päivässä
(9 arvostelua)
3.6
Icic13

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 Lisää

$277 SGD 3 päivässä
(6 arvostelua)
3.0
general985

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, Lisää

$200 SGD 3 päivässä
(10 arvostelua)
3.0
Gkiprop

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 Lisää

$222 SGD 3 päivässä
(8 arvostelua)
2.8
AchrafBijane

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.

$190 SGD 5 päivässä
(4 arvostelua)
2.4
zainpacc

Expertise in machine learning with good command over programming skills in Python I have completed various protects related this field as you can view my profile for completed projects. I can provide you your complete Lisää

$80 SGD 3 päivässä
(3 arvostelua)
2.3
psdhillon

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 Lisää

$277 SGD 5 päivässä
(2 arvostelua)
2.2
samurai24ninja

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 Lisää

$150 SGD 2 päivässä
(6 arvostelua)
2.1