Fixed table
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@@ -6,6 +6,7 @@
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\usepackage{float}
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\usepackage{caption}
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%\restylefloat{table}
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\usepackage[table]{xcolor}
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\usepackage{perpage}
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\MakePerPage{footnote}
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\usepackage{abstract}
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@@ -199,10 +200,15 @@ Springer's use of logistic regression and Hidden semi-Markov models
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\captionof{table}{Summary of Segmentation Algorithms} \label{SegmentationTable}
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\small
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%\centering
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\rowcolors{1}{gray!15}{white}
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\begin{tabulary}{\linewidth}{LLLLL}
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\dtoprule
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Author & Method & Datasets & Reported Metrics and Results & Notes \\ \midrule
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Springer, D. B., Tarassenko, L., \& Clifford, G. D. (2016) & HSMM/Logistic regression & 10,172s of recordings from 112 patients. 12 181 first and 11 627 second heart sounds. & F1 score of 95.630.85\% & Supervised algorithm. \\
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Author &
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Method & Datasets
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& Reported Metrics and
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Results & Notes
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\\ \bottomrule
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Springer, D. B., Tarassenko, L., \& Clifford, G. D. (2016) & HSMM/Logistic regression & 10,172s of recordings from 112 patients. 12,181 first and 11,627 second heart sounds. & F1 score of 95.630.85\% & Supervised algorithm. \\
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Huiying, Sakari, \& Iiro, (1997b) & Normalised Average Shannon Energy Envelope/Peak Picking & 37 recordings, 14 pathological murmurs and 23 physiological murmurs. 515 cycles & 91.03\% correct, 5.83\% missing, 1.17\% incorrect & Unsupervised Algorithm. Dataset consists entirely of child recording. Optimized on entire dataset \\
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Gupta, C. N., Palaniappan, R., Swaminathan, S., \& Krishnan, S. M. (2007) &
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Homomorphic Filtering\slash K\=/means clustering & 41 recordings (340 cycles). Mix of normal (32\%), systolic (36\%) and diastolic murmurs (32\%) & 90.29\% Ac. & Unsupervised Algorithm. \\
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