https://communities.sas.com/t5/SAS-Data-Science/Logistic-Regression-in-SAS-EM-why-does-it-give-F-statistics-and/m-p/771815#M8904 Yeah, the target is considered as interval instead of binary. Thanks. Sun, 03 Oct 2021 13:38:10 GMT ycenycute 2021-10-03T13:38:10Z https://communities.sas.com/t5/SAS-Data-Science/Logistic-Regression-in-SAS-EM-why-does-it-give-F-statistics-and/m-p/771801#M8900 <P>In logistic regression in SAS EM, why does it give F statistics and R squared? Shouldn't it be Likelihood ratio (chi square) and pseudo-R squared?&nbsp;</P><P>Also, should there be a classification table like in decision tree for a classification problem?</P><P>&nbsp;</P> Sun, 03 Oct 2021 04:18:38 GMT https://communities.sas.com/t5/SAS-Data-Science/Logistic-Regression-in-SAS-EM-why-does-it-give-F-statistics-and/m-p/771801#M8900 ycenycute 2021-10-03T04:18:38Z https://communities.sas.com/t5/SAS-Data-Science/Logistic-Regression-in-SAS-EM-why-does-it-give-F-statistics-and/m-p/771810#M8903 Please check the metadata of the target variable. It appears your target variable is considered as interval therefore EM is fitting multiple Linear regression. Sun, 03 Oct 2021 11:11:39 GMT https://communities.sas.com/t5/SAS-Data-Science/Logistic-Regression-in-SAS-EM-why-does-it-give-F-statistics-and/m-p/771810#M8903 gcjfernandez 2021-10-03T11:11:39Z https://communities.sas.com/t5/SAS-Data-Science/Logistic-Regression-in-SAS-EM-why-does-it-give-F-statistics-and/m-p/771815#M8904 Yeah, the target is considered as interval instead of binary. Thanks. Sun, 03 Oct 2021 13:38:10 GMT https://communities.sas.com/t5/SAS-Data-Science/Logistic-Regression-in-SAS-EM-why-does-it-give-F-statistics-and/m-p/771815#M8904 ycenycute 2021-10-03T13:38:10Z