{"size":{"Width":631,"Height":585},"appearance":{"background":null,"padding":14,"font":{"family":"Courier New","size":10.0,"bold":false,"italic":false,"underline":false,"strikeout":false,"color":"rgb(0,72,168)"},"border":{"on":true,"size":0.0,"style":"solid","color":"#666"},"text":{"wrap":false,"hAlign":"left","vAlign":"top"}},"outputType":"TEXT","widgetState":null,"wikiPageTitle":null,"outputs":{"text":"Call:\nglm(formula = churn ~ SeniorCitizen + Tenure + InternetService + \n MonthlyCharges, family = binomial(logit), data = churn.data)\n\nDeviance Residuals: \n Min 1Q Median 3Q Max \n-1.6458 -0.6808 -0.4149 0.7742 2.9959 \n\nCoefficients:\n Estimate Std. Error z value Pr(>|z|) \n(Intercept) -1.529826 0.301575 -5.073 0.000000392 ***\nSeniorCitizenYes -0.024952 0.212978 -0.117 0.9067 \nTenure -0.049280 0.004831 -10.202 < 2e-16 ***\nInternetServiceDSL 0.962942 0.385607 2.497 0.0125 * \nInternetServiceFiber optic 2.402509 0.574452 4.182 0.000028863 ***\nMonthlyCharges 0.003066 0.007534 0.407 0.6840 \n---\nSignif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n\n(Dispersion parameter for binomial family taken to be 1)\n\n Null deviance: 1164.52 on 999 degrees of freedom\nResidual deviance: 879.94 on 994 degrees of freedom\nAIC: 891.94\n\nNumber of Fisher Scoring iterations: 5\n\n","warning":""},"secondsTaken":0.88371400000000011,"updated":"2018-09-24T01:49:54.7145815Z","lastUpdatedMessage":null,"executedCode":"my.glm = glm(churn ~ SeniorCitizen + Tenure + InternetService + MonthlyCharges,\n data = churn.data, \n family = binomial(logit))\nsummary(my.glm)","lastSavedCode":null,"highlightedCodeSpans":[{"start":100,"length":10,"index":2}],"tableTransformations":"<TabularTransformer>\r\n <TabularTransform type=\"Truncation\" truncationHeaderType=\"Column\" />\r\n <TabularTransform />\r\n</TabularTransformer>","tabularFilteringOptions":null,"hasGuiControls":false,"calculating":"Idle","showDebug":false,"layout":"Top","vSplit":0.1157919411250856,"hSplit":0.45,"updateWarnings":true,"updateMode":"Automatic","warnSlow":true,"Options":{"debugconsole":false,"codeposition":"Top","splitH":0.45,"splitV":0.1157919411250856,"update warnings":true,"updating":"Automatic","warn slow":true}}