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Lecture 10 : Feb 16 : Hyperplane geometry ; the maximum margin objective function ; the quadratic programming problem ; linearly nonseparable data and slack variables ; kernel functions ; interpretations of kernels ; the support vector solution . The importance of the bathroom cannot be underestimated ; after all , what would we do without such a convenient location for so many necessary activities . The department may remove individuals from the active substitute pool for just cause . This importance is n't just confined to our culture either ; one of the most useful phrases in any language to know is " Where is the bathroom ? Except as provided in the Board 's policy on Copyright ( Policy 1.13 in this Manual ) , or as available to the general public , no employee shall use District property , resources , facilities , equipment , supplies , services , or time in pay status for personal use , personal financial gain , or to promote any political candidate , party or cause . Note , though , that I do factor presentation elements like grammar , spelling , and style into grading of formal written work ( both of the example proposals , above , could stand improvement in these areas ) . The objective of the District 's Temporary Modified Duty Return-to-Work Program is to make all reasonable efforts to reintegrate employees back into the workplace as early as possible during the recovery period following a work related injury or illness . Some houses have so many bathrooms that one has the title of ' reading study , ' denoted by the veritable library of magazines stacked precariously on the back of the toilet ( sometimes the magazines live in a specially designed basket , another supposed ' improvement ' ) .