Provide a complete and precise interpretation of the coefficient of PhoneServiceYes inthe context of this question (PhoneService is defined as "Yes" if the customer hasphone service, and "No" otherwise).Actual## Coefficients:#### (Intercept)## genderMale## Senior CitizenEstimate Std. Error z value Pr(>|z|)-2.032e-01 2.375e-01 -0.8550.392330.793921.981e-02 7.585e-02 0.2611.148e-01 9.822e-02 1.1695.244e-02 9.066e-02 0.5780.24236## PartnerYes0.56298## Dependents Yes## tenure-2.776e-01 1.051e-01 -2.641 0.00827 **-5.663e-02 7.150e-03 -7.920 2.37e-15 ***## PhoneServiceYes-8.067e-01 1.696e-01 -4.756 1.98e-06 ***## Internet ServiceFiber optic 7.904e-01 1.585e-01 4.986 6.18e-07 ***-2.706e-01 2.190e-01 -1.236 0.21652-9.019e-01 1.270e-01 -7.099 1.25e-12 ***-1.699e+00 2.025e-01 -8.391 < 2e-16 ***4.352 1.35e-05 ***1.816 0.069353.305## Internet ServiceNo## ContractOne year## Contract Two year## PaperlessBillingYes## MonthlyCharges3.791e-01 8.710-028.563e-03 4.715e-032.696e-04 8.158e-05## TotalCharges0.00095 ***## ---## Signif. codes: 0 ***** 0.001 *** 0.01 * 0.05#### (Dispersion parameter for binomial family taken to be 1)####Null deviance: 5701.5 on 4921 degrees of freedom## Residual deviance: 4212.0 on 4908 degrees of freedom## AIC: 4240 PredictedYesNoYes704367No6063245Confusion Matrix (Training)Churn = Yes is the success/positive class.Actual0.11YesNoYes293165PredictedNo2661386Confusion Matrix (Test)

The objective is to interpret the coefficient of phone service yes

Answered: Provide a complete and precise…

MATLAB: An Introduction with Applications

6th Edition

ISBN:9781119256830

Author:Amos Gilat

Publisher:Amos Gilat

Chapter1: Starting With Matlab

Section: Chapter Questions

Problem 1P

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Provide a complete and precise interpretation of the coefficient of PhoneServiceYes in the context of this question (PhoneService is defined as "Yes" if the customer has phone service, and "No" otherwise).