thesis.tex

% ******************************* PhD Thesis Template **************************
% Please have a look at the README.md file for info on how to use the template


%Equation 2.1 - define |t| and {t}


%2.6.3 Free-text data: 
%...of which there were four attributes... => a fifth, teleguides, is also included in Table 2.2. Is this attribute used? Also, please include a brief %description of this attribute in he text.


%p55
%On the back of this analysis, a multivariate linear classifier was run on the parameterised data using a balanced dataset, Table 4.2.
%- discuss the results of Table 4.2 in the text.

 
%p57
%Results detailed below are based on the average of five separate runs over a balanced dataset,
%- give the number of training/test instances used in these experiments.


%p56
%The root mean square error reported is relative to the correct output, where 1/0 := frequent /non frequent - unclear if the refers to Table 4.2?


%Equation 4.7: it looks like f_{w, C} denotes the number of documents in which w appears - include a definition of this tern in the text. Also, clarify if TF was normalised by e.g. document length.


%For the experimental results shown in Figures 4.3 and 4.4 (and elsewhere), give details of the number of instances in the dataset and the methodology (e.g. x fold cross validation)


%6.3.1 Word embedding comparison;
%"Training, test, and validation sets were split by user and contained 50%, 25%, and 25% of positive cases respectively, where training and validation sets were balanced, and testing set imbalanced." - give the sizes of the training, validation and test sets (and the same for all experiments). 


%Update legend in Fig 6.10



\documentclass[a4paper,12pt,oneside,times,numbered,print,index,custommargin]{Classes/PhDThesisPSnPDF}

%

% ******************************************************************************
% ******************************* Class Options ********************************
% *********************** See README for more details **************************
% ******************************************************************************

% `a4paper'(The University of Cambridge PhD thesis guidelines recommends a page
% size a4 - default option) or `a5paper': A5 Paper size is also allowed as per
% the Cambridge University Engineering Department guidelines for PhD theses
%
% `11pt' or `12pt'(default): Font Size 10pt is NOT recommended by the University
% guidelines
%
% `oneside' or `twoside'(default): Printing double side (twoside) or single
% side.
%
% `print': Use `print' for print version with appropriate margins and page
% layout. Leaving the options field blank will activate Online version.
%
% `index': For index at the end of the thesis
%
% `draftclassic': For draft mode without loading any images (same as draft in book)
%
% `draft': Special draft mode with line numbers, images, and water mark with
% timestamp and custom text. Position of the text can also be modified.
%
% `abstract': To generate only the title page and abstract page with
% dissertation title and name, to submit to the Student Registry
%
% `chapter`: This option enables only the specified chapter and it's references
%  Useful for review and corrections.
%
% ************************* Custom Page Margins ********************************
%
% `custommargin`: Use `custommargin' in options to activate custom page margins,
% which can be defined in the preamble.tex. Custom margin will override
% print/online margin setup.
%
% *********************** Choosing the Fonts in Class Options ******************
%
% `times' : Times font with math support. (The Cambridge University guidelines
% recommend using times)
%
% `fourier': Utopia Font with Fourier Math font (Font has to be installed)
%            It's a free font.
%
% `customfont': Use `customfont' option in the document class and load the
% package in the preamble.tex
%
% default or leave empty: `Latin Modern' font will be loaded.
%
% ********************** Choosing the Bibliography style ***********************
%
% `authoryear': For author-year citation eg., Krishna (2013)
%
% `numbered': (Default Option) For numbered and sorted citation e.g., [1,5,2]
%
% `custombib': Define your own bibliography style in the `preamble.tex' file.
%              `\RequirePackage[square, sort, numbers, authoryear]{natbib}'.
%              This can be also used to load biblatex instead of natbib
%              (See Preamble)
%
% **************************** Choosing the Page Style *************************
%
% `default (leave empty)': For Page Numbers in Header (Left Even, Right Odd) and
% Chapter Name in Header (Right Even) and Section Name (Left Odd). Blank Footer.
%
% `PageStyleI': Chapter Name next & Page Number on Even Side (Left Even).
% Section Name & Page Number in Header on Odd Side (Right Odd). Footer is empty.
%
% `PageStyleII': Chapter Name on Even Side (Left Even) in Header. Section Number
% and Section Name in Header on Odd Side (Right Odd). Page numbering in footer

% Uncomment to change page style
%\pagestyle{PageStyleII}

% ********************************** Preamble **********************************
% Preamble: Contains packages and user-defined commands and settings
\input{Preamble/preamble}

% ************************ Thesis Information & Meta-data **********************
% Thesis title and author information, refernce file for biblatex
\input{thesis-info}

% ***************************** Abstract Separate ******************************
% To printout only the titlepage and the abstract with the PhD title and the
% author name for submission to the Student Registry, use the `abstract' option in
% the document class.

\ifdefineAbstract
 \pagestyle{empty}
 \includeonly{Declaration/declaration, Abstract/abstract}
\fi



% ***************************** Chapter Mode ***********************************
% The chapter mode allows user to only print particular chapters with references
% Title, Contents, Frontmatter are disabled by default
% Useful option to review a particular chapter or to send it to supervisior.
% To use choose `chapter' option in the document class

\ifdefineChapter
 \includeonly{Chapter3/chapter3}
\fi

% ******************************** Front Matter ********************************
\begin{document}

\frontmatter

\maketitle

\include{Dedication/dedication}
\include{Declaration/declaration}
\include{Acknowledgement/acknowledgement}
\include{Abstract/abstract}
\include{Abstract2/abstract2}
%\include{Publications/publications}
% *********************** Adding TOC and List of Figures ***********************

\tableofcontents

\listoffigures

\listoftables

% \printnomenclature[space] space can be set as 2em between symbol and description
%\printnomenclature[3em]

% abbreviations:






\printnomenclature


% ******************************** Main Matter *********************************
\mainmatter


\include{Chapter-1/chapter-1}
\include{Chapter-2/chapter-2}
\include{Chapter-3/chapter-3}
\include{Chapter-4/chapter-4}
\include{Chapter-5/chapter-5}
\include{Chapter-6/chapter-6}
\include{Chapter-7/chapter-7}


%\include{Chapter-7/chapter7}




% ********************************** Back Matter *******************************
% Backmatter should be commented out, if you are using appendices after References
%\backmatter

% ********************************** Bibliography ******************************
\begin{spacing}{0.9}

% To use the conventional natbib style referencing
% Bibliography style previews: http://nodonn.tipido.net/bibstyle.php
% Reference styles: http://sites.stat.psu.edu/~surajit/present/bib.htm

%\bibliographystyle{apalike}
\bibliographystyle{unsrt} % Use for unsorted references  
%\bibliographystyle{plainnat} % use this to have URLs listed in References
\cleardoublepage
\bibliography{References/references} % Path to your References.bib file


% If you would like to use BibLaTeX for your references, pass `custombib' as
% an option in the document class. The location of 'reference.bib' should be
% specified in the preamble.tex file in the custombib section.
% Comment out the lines related to natbib above and uncomment the following line.

%\printbibliography[heading=bibintoc, title={References}]


\end{spacing}

% ********************************** Appendices ********************************

\begin{appendices} % Using appendices environment for more functunality

\include{Appendix1/appendix1}
\include{Appendix2/appendix2}

\end{appendices}

% *************************************** Index ********************************
\printthesisindex % If index is present

\end{document}