classification problem, use logistic regression, cross validation, test accuracy using R

In Progress

First, need to split the dataset into training set 60%, validation set 20% and test set 20%.

Then start with 1 most important predictor (predictor 5) model logistic regression, use, validation set to measure error, also do 10 k-fold cross validation to measure error , and use test set to get model accuracy.

I know utilize all predictor in this dataset should get most accuracy and least error. I just need someone to do 1 model, and then I can just use same method to do the rest models.

Be aware the response variable are binary 0 and 1, it is a classification problem.

The dataset is attached

you need to first use

mydata <- [url removed, login to view](mydata)

mydata <- mydata[[url removed, login to view](mydata), ]

to make this data work

Skills: Machine Learning, R Programming Language, Statistical Analysis, Statistics

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Project ID: #12241551

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I have multiple top 5% finishes in Kaggle competitions, recently won an academic machine learning competition, and have worked as a data scientist for several years. Indeed, the approach you describe here for this task More

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13 freelancers are bidding on average $163 for this job


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$250 USD in 3 days
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Hi, I am an experienced data analyst. I am familiar with classification using logistic regression and R programming. I will be happy to work with you on this project. Please feel free to contact me. Thanks, More

$80 USD in 3 days
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I am a PhD student pursuing doctoral studies in statistics. Previously, I graduated with a M.Sc. (Statistics) and earlier on I had finished my B.Ed. (Sciences) majoring in Double Mathematics from university. Among the More

$155 USD in 3 days
(6 Reviews)

I am an expert in predictive modeling and R. I have a PhD in physics and extensive experience in machine learning and analytics.

$150 USD in 2 days
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Hi I can do this project in R for you. Looking forward to discuss further about your requirements and timeline.

$83 USD in 3 days
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Hi I am expert in R but I am available on coming weekends So if it is suitable for you then contact to me. thanks Hemant Jhalani

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$200 USD in 3 days
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I can do that in less than 2 hours. I could provide different performance measures too.

$100 USD in 1 day
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