{"responseHeader":{"status":0,"QTime":3,"params":{"q":"{!q.op=AND}id:\"102837\"","hl":"true","hl.simple.post":"","hl.fragsize":"5000","fq":"!embargo_tdt:[NOW TO *]","hl.fl":"ocr_t","hl.method":"unified","wt":"json","hl.simple.pre":""}},"response":{"numFound":1,"start":0,"docs":[{"file_name_t":"Soller-Automated_Detection.pdf","thumb_s":"/b0/98/b0984720cf03f9a995429fbd1868f8c1ccf7ff23.jpg","oldid_t":"compsci 10950","setname_s":"ir_computersa","restricted_i":0,"format_t":"application/pdf","modified_tdt":"2016-05-26T00:00:00Z","file_s":"/07/2e/072e328590c50f29a02a5248bd93226adc6471f3.pdf","title_t":"Page 80","ocr_t":"65 • Zj is the number of observations in cluster j correctly classified as delirious; and • tj is the total number of observations in cluster j. 10.5 Weighted Least Squares Formulation In the above formulation , every patient observation contributes equally to the overall performance measure, p J(w) = 2::: Jp(w). (10.31) p=l The number of DSM III-R observations per patient in the VA GRECC delirium study ranged from 1 to 40. This biased the model to overrepresent those patients with longer hospital stays. As a result, this project developed a second formulation using weighted least squares, (10.32) where r P is the total number of patient observations from the patient who generated observation p and tot is the total number of patient observations. In learning for the multilayer perceptron and the RBF network, \"7 is replaced by Crycp, where C is a constant to control the ranges of the stepsize. The LMS algorithm formulation is written as 8Jkmod p(w) Wz,j,i(k+1)=wz,j,i(k)-CryckmodP aw . . lw(k)· l,J,1 10.6 Computational Complexity 10.6.1 Theoretical Foundation (10.33) An algorithm [178] is a formally specified set of instructions to solve a problem by mapping an input to an output. Computational complexity provides a mechanism","id":102837,"created_tdt":"2016-05-26T00:00:00Z","parent_i":102961,"_version_":1642982670131527682}]},"highlighting":{"102837":{"ocr_t":[]}}}