ANOVA Table

The ANOVA table tests the acceptability of the model from a statistical perspective. The Regression row displays information about the variation accounted for by your model. The Residual row displays information about the variation that is not accounted for by your model.

The regression sum of squares is considerably larger than the residual sum of squares, which indicates that most of the variation in the proportion of infected e-mails is explained by the model. The significance value of the F statistic is less than 0.05, which means that the variation explained by the model is not due to chance.

While the ANOVA table is a useful test of the model's ability to explain any variation in the dependent variable, it does not directly address the strength of that relationship.

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