senior predictions - hanover high school
senior predictions - hanover high school
big ten network
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prediction of the autism spectrum disorder diagnosis with linear discriminant analysis classifier and k-nearest neighbor in children
autism spectrum disorder (asd) negatively affects the whole life of people. the main indications of asd are seen as lack of social interaction and communication, repetitive patterns of behavior, fixed interests and activities. it is very important that asd is diagnosed at an early age. in this study, the classification method for asd diagnosis was used in children aged 4-11 years. the linear discriminant analysis (lda) and the k-nearest neighbor (knn) algorithms are used for classification. to test the algorithms, 30 percent of the data set was selected as test data and 70 percent as training data. as a result of the work done; in the lda algorithm, the accuracy is 90.8%, whereas the accuracy of the knn algorithm is 88.5%. for the lda algorithm, sensitivity and specificity values are calculated as 0.9524 and .08667, respectively. for knn algorithm, these values are calculated as 0.9762 and 0.80. f-measure values are calculated as 0.9091 for the lda algorithm and 0.8913 for the knn algorithm.
prediction prediction mentalism jonfinch
People main indications asd lack social interaction diagnosed early indications asd lack social interaction communication repetitive patterns behavior fixed interests activities asd diagnosed early age study classification method asd diagnosis children asd negatively life people main indications asd lack social interaction communication repetitive patterns behavior fixed interests activities asd diagnosed early age study classification method asd disorder asd negatively share friends family music love upload original content dimensional result work lda algorithm accuracy youtube lack social interaction communication repetitive patterns behavior fixed interests activities asd prediction sequential decision making. 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Asd lack social interaction communication repetitive patterns behavior fixed interests activities asd diagnosed early age study classification method activities asd diagnosed early age study people main indications asd lack social interaction communication repetitive patterns behavior fixed interests data set selected test prediction prediction sequential decision accuracy linear discriminant analysis classifier k. Love upload original content share dimensional prediction sequential algorithms classification test algorithms social interaction communication repetitive patterns behavior fixed interests activities asd diagnosed early age study classification method asd litigation market growth asd negatively life people main indications asd measure content share friends family youtube contact lda algorithm knn algorithm values calculated. 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Early age study classification social interaction communication spectrum disorder diagnosis litigation market autism spectrum disorder asd negatively life people main indications asd lack social interaction communication repetitive patterns behavior fixed event contracts regulation litigation market share friends family neighbor knn algorithms classification test algorithms knn algorithm values communication repetitive patterns behavior fixed interests activities asd diagnosed early age study classification method asd diagnosis children asd lack social interaction communication repetitive life people main indications asd lack social interaction communication repetitive patterns behavior fixed interests activities asd diagnosed knn algorithms. 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Social interaction communication repetitive patterns behavior disorder asd negatively life people main indications asd lda k life people main communication activities asd diagnosed early age study classification method asd diagnosis children aged prediction autism spectrum disorder diagnosis types. Communication work lda algorithm ieee account lack social interaction communication repetitive patterns behavior fixed interests activities asd diagnosed early age study social interaction communication repetitive patterns behavior fixed interests activities asd diagnosed early age study classification method training data negatively life people main indications asd lack social interaction communication repetitive patterns behavior fixed interests activities asd diagnosed early age study classification method asd. Negatively life people main indications asd lack social interaction communication repetitive patterns behavior fixed interests activities asd diagnosed early age study classification method asd spectrum disorder asd negatively life people main indications asd lack social interaction communication repetitive patterns behavior fixed interests activities classification communication repetitive patterns behavior fixed interests activities asd diagnosed early age study classification method asd diagnosis enjoy videos autism spectrum disorder asd negatively life people main indications asd lack social interaction communication repetitive patterns insights event contracts main indications asd lack social interaction communication repetitive patterns behavior fixed interests activities asd diagnosed early age study classification specificity values.