From 0ed655e9ad19054038c9f6e14a7eddd5574e2ad2 Mon Sep 17 00:00:00 2001 From: Andy Sotheran Date: Sun, 28 Apr 2019 17:51:20 +0100 Subject: [PATCH] 28/04 3 --- document.aux | 260 +- document.bbl | 127 +- document.bcf | 66 +- document.blg | 51 +- document.log | 602 ++-- document.out | 118 +- document.pdf | Bin 2172582 -> 2423767 bytes document.synctex.gz | Bin 932953 -> 988003 bytes document.tex | 129 +- document.toc | 170 +- document.txt | 5126 ++++++++++++++++++++++++++++++++++ images/with_sentiment.png | Bin 0 -> 120620 bytes images/without_sentiment.png | Bin 0 -> 119120 bytes report.bib | 40 + 14 files changed, 6052 insertions(+), 637 deletions(-) create mode 100644 document.txt create mode 100644 images/with_sentiment.png create mode 100644 images/without_sentiment.png diff --git a/document.aux b/document.aux index eea5687..d8325e0 100644 --- a/document.aux +++ b/document.aux @@ -31,15 +31,15 @@ \newlabel{glossary}{{3}{4}{Glossary}{section.3}{}} \abx@aux@cite{SaTdpsmm} \abx@aux@segm{0}{0}{SaTdpsmm} -\@writefile{toc}{\defcounter {refsection}{0}\relax }\@writefile{toc}{\contentsline {section}{\numberline {4}Introduction}{9}{section.4}} -\newlabel{introduction}{{4}{9}{Introduction}{section.4}{}} -\@writefile{toc}{\defcounter {refsection}{0}\relax }\@writefile{toc}{\contentsline {section}{\numberline {5}Problem Articulation}{11}{section.5}} -\newlabel{problem}{{5}{11}{Problem Articulation}{section.5}{}} -\@writefile{toc}{\defcounter {refsection}{0}\relax }\@writefile{toc}{\contentsline {subsection}{\numberline {5.1}Problem Statement}{11}{subsection.5.1}} -\newlabel{statement}{{5.1}{11}{Problem Statement}{subsection.5.1}{}} -\@writefile{toc}{\defcounter {refsection}{0}\relax }\@writefile{toc}{\contentsline {subsection}{\numberline {5.2}Stakeholders}{11}{subsection.5.2}} -\newlabel{stakeholders}{{5.2}{11}{Stakeholders}{subsection.5.2}{}} -\@writefile{toc}{\defcounter {refsection}{0}\relax }\@writefile{toc}{\contentsline {subsection}{\numberline 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\abx@aux@segm{0}{0}{StPNSentA} \abx@aux@cite{MLBTCpred} \abx@aux@segm{0}{0}{MLBTCpred} -\@writefile{toc}{\defcounter {refsection}{0}\relax }\@writefile{toc}{\contentsline {subsection}{\numberline {7.3}Data Collection}{19}{subsection.7.3}} -\newlabel{tweet_collection}{{7.3}{19}{Data Collection}{subsection.7.3}{}} -\@writefile{toc}{\defcounter {refsection}{0}\relax }\@writefile{toc}{\contentsline {subsubsection}{\numberline {7.3.1}Twitter and Twitter API}{19}{subsubsection.7.3.1}} +\@writefile{toc}{\defcounter {refsection}{0}\relax }\@writefile{toc}{\contentsline {subsection}{\numberline {7.3}Data Collection}{20}{subsection.7.3}} +\newlabel{tweet_collection}{{7.3}{20}{Data Collection}{subsection.7.3}{}} +\@writefile{toc}{\defcounter {refsection}{0}\relax }\@writefile{toc}{\contentsline {subsubsection}{\numberline {7.3.1}Twitter and Twitter API}{20}{subsubsection.7.3.1}} \abx@aux@cite{SearchTweets} \abx@aux@segm{0}{0}{SearchTweets} \abx@aux@cite{ConStream} @@ -74,16 +74,16 @@ 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Networks}{subsection.7.5}{}} \abx@aux@cite{ErrorProp} \abx@aux@segm{0}{0}{ErrorProp} \abx@aux@cite{BeginLSTMRNN} \abx@aux@segm{0}{0}{BeginLSTMRNN} \abx@aux@cite{RNNLSTMtds} \abx@aux@segm{0}{0}{RNNLSTMtds} -\@writefile{toc}{\defcounter {refsection}{0}\relax }\@writefile{toc}{\contentsline {subsubsection}{\numberline {7.5.1}Recurrent Neural Network (RNN)}{24}{subsubsection.7.5.1}} -\newlabel{types}{{7.5.1}{24}{Recurrent Neural Network (RNN)}{subsubsection.7.5.1}{}} +\@writefile{toc}{\defcounter {refsection}{0}\relax }\@writefile{toc}{\contentsline {subsubsection}{\numberline {7.5.1}Recurrent Neural Network (RNN)}{25}{subsubsection.7.5.1}} +\newlabel{types}{{7.5.1}{25}{Recurrent Neural Network (RNN)}{subsubsection.7.5.1}{}} \abx@aux@cite{NNEgrad} \abx@aux@segm{0}{0}{NNEgrad} \abx@aux@cite{RNNvanishGrad} @@ -124,8 +124,8 @@ \abx@aux@cite{LSTMdia} \abx@aux@segm{0}{0}{LSTMdia} \abx@aux@segm{0}{0}{LSTMdia} -\@writefile{toc}{\defcounter {refsection}{0}\relax }\@writefile{toc}{\contentsline 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\abx@aux@segm{0}{0}{OptSGD} \abx@aux@cite{Optimisers} @@ -145,7 +145,7 @@ \abx@aux@segm{0}{0}{Optimisers} \abx@aux@cite{OptVariants} \abx@aux@segm{0}{0}{OptVariants} -\@writefile{toc}{\defcounter {refsection}{0}\relax }\@writefile{toc}{\contentsline {subsubsection}{\numberline {7.5.4}Optimisers}{27}{subsubsection.7.5.4}} +\@writefile{toc}{\defcounter {refsection}{0}\relax }\@writefile{toc}{\contentsline {subsubsection}{\numberline {7.5.4}Optimisers}{28}{subsubsection.7.5.4}} \abx@aux@cite{OverOpt} \abx@aux@segm{0}{0}{OverOpt} \abx@aux@cite{Adam} @@ -153,138 +153,150 @@ \abx@aux@segm{0}{0}{Adam} \abx@aux@cite{RegularisationSc} \abx@aux@segm{0}{0}{RegularisationSc} +\abx@aux@cite{dropoutKeras} +\abx@aux@segm{0}{0}{dropoutKeras} +\abx@aux@cite{dropoutM} +\abx@aux@segm{0}{0}{dropoutM} \abx@aux@cite{StudyNBC} \abx@aux@segm{0}{0}{StudyNBC} -\@writefile{toc}{\defcounter {refsection}{0}\relax }\@writefile{toc}{\contentsline {subsubsection}{\numberline 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B - Log book}{101}{subsection.15.2}} +\abx@aux@defaultrefcontext{0}{MBE}{none/global//global/global} +\abx@aux@defaultrefcontext{0}{TwitterTerms}{none/global//global/global} +\@writefile{toc}{\defcounter {refsection}{0}\relax }\@writefile{toc}{\contentsline {subsection}{\numberline {15.2}Appendix B - Log book}{108}{subsection.15.2}} diff --git a/document.bbl b/document.bbl index 919d67d..46d607d 100644 --- a/document.bbl +++ b/document.bbl @@ -1122,6 +1122,65 @@ \verb https://missinglink.ai/guides/neural-network-concepts/neural-network-bias-bias-neuron-overfitting-underfitting/ \endverb \endentry + \entry{dropoutKeras}{inproceedings}{} + \name{author}{1}{}{% + {{hash=223bf2a82b36647ecfc4d214f4d21449}{% + family={Team}, + familyi={T\bibinitperiod}, + given={Keras}, + giveni={K\bibinitperiod}}}% + } + \list{organization}{1}{% + {Keras}% + } + \strng{namehash}{223bf2a82b36647ecfc4d214f4d21449} + \strng{fullhash}{223bf2a82b36647ecfc4d214f4d21449} + \strng{bibnamehash}{223bf2a82b36647ecfc4d214f4d21449} + \strng{authorbibnamehash}{223bf2a82b36647ecfc4d214f4d21449} + \strng{authornamehash}{223bf2a82b36647ecfc4d214f4d21449} + \strng{authorfullhash}{223bf2a82b36647ecfc4d214f4d21449} + \field{sortinit}{5} + \field{sortinithash}{3c19c3776b658b3558e9e2e4840c01e2} + \field{labelnamesource}{author} + \field{labeltitlesource}{title} + \field{title}{Dropout} + \verb{urlraw} + \verb https://keras.io/layers/core/#dropout + \endverb + \verb{url} + \verb https://keras.io/layers/core/#dropout + \endverb + \endentry + \entry{dropoutM}{inproceedings}{} + \name{author}{1}{}{% + {{hash=1d88603e0d71dfb04a604b7a2c8fdf1c}{% + family={Budhiraja}, + familyi={B\bibinitperiod}, + given={Amar}, + giveni={A\bibinitperiod}}}% + } + \list{organization}{1}{% + {Medium}% + } + \strng{namehash}{1d88603e0d71dfb04a604b7a2c8fdf1c} + \strng{fullhash}{1d88603e0d71dfb04a604b7a2c8fdf1c} + \strng{bibnamehash}{1d88603e0d71dfb04a604b7a2c8fdf1c} + \strng{authorbibnamehash}{1d88603e0d71dfb04a604b7a2c8fdf1c} + \strng{authornamehash}{1d88603e0d71dfb04a604b7a2c8fdf1c} + \strng{authorfullhash}{1d88603e0d71dfb04a604b7a2c8fdf1c} + \field{sortinit}{5} + \field{sortinithash}{3c19c3776b658b3558e9e2e4840c01e2} + \field{labelnamesource}{author} + \field{labeltitlesource}{title} + \field{title}{Dropout in (Deep) Machine learning} + \field{year}{Dec 15, 2016} + \verb{urlraw} + \verb https://medium.com/@amarbudhiraja/https-medium-com-amarbudhiraja-learning-less-to-learn-better-dropout-in-deep-machine-learning-74334da4bfc5 + \endverb + \verb{url} + \verb https://medium.com/@amarbudhiraja/https-medium-com-amarbudhiraja-learning-less-to-learn-better-dropout-in-deep-machine-learning-74334da4bfc5 + \endverb + \endentry \entry{StudyNBC}{inproceedings}{} \true{moreauthor} \true{morelabelname} @@ -1171,8 +1230,8 @@ \strng{authorbibnamehash}{98de2b3b288cf4bd291e8937e5e28c49} \strng{authornamehash}{98de2b3b288cf4bd291e8937e5e28c49} \strng{authorfullhash}{98de2b3b288cf4bd291e8937e5e28c49} - \field{sortinit}{5} - \field{sortinithash}{3c19c3776b658b3558e9e2e4840c01e2} + \field{sortinit}{6} + \field{sortinithash}{57e57fb8451e7fcfa45d1e069f6d3136} \field{labelnamesource}{author} \field{labeltitlesource}{title} \field{booktitle}{A.I Wiki} @@ -1347,8 +1406,8 @@ \strng{authorbibnamehash}{974f50284a1994b00c1f04d211402eb0} \strng{authornamehash}{974f50284a1994b00c1f04d211402eb0} \strng{authorfullhash}{974f50284a1994b00c1f04d211402eb0} - \field{sortinit}{7} - \field{sortinithash}{c818dd9105a2852444fc9f5e145c294e} + \field{sortinit}{8} + \field{sortinithash}{07edf88d4ea82509b9c4b4d13f41c452} \field{labelnamesource}{author} \field{labeltitlesource}{title} \field{title}{Tensorflow Vs. Theano: What Do Researchers Prefer As An Artificial Intelligence Framework} @@ -1519,8 +1578,8 @@ \strng{authorbibnamehash}{d757410543b5d3323e9db89d373ef2ac} \strng{authornamehash}{d757410543b5d3323e9db89d373ef2ac} \strng{authorfullhash}{d757410543b5d3323e9db89d373ef2ac} - \field{sortinit}{8} - \field{sortinithash}{07edf88d4ea82509b9c4b4d13f41c452} + \field{sortinit}{9} + \field{sortinithash}{1dd72ab054147731c9d824b49aba0534} \field{labelnamesource}{author} \field{labeltitlesource}{title} \field{title}{Spam-or-Ham} @@ -1532,6 +1591,62 @@ \verb https://github.com/tejank10/Spam-or-Ham \endverb \endentry + \entry{MBE}{inproceedings}{} + \name{author}{1}{}{% + {{hash=eb9806a56e1e80b69cc9a606b36cfe4b}{% + family={JJ}, + familyi={J\bibinitperiod}}}% + } + \list{organization}{1}{% + {Medium}% + } + \strng{namehash}{eb9806a56e1e80b69cc9a606b36cfe4b} + \strng{fullhash}{eb9806a56e1e80b69cc9a606b36cfe4b} + \strng{bibnamehash}{eb9806a56e1e80b69cc9a606b36cfe4b} + \strng{authorbibnamehash}{eb9806a56e1e80b69cc9a606b36cfe4b} + \strng{authornamehash}{eb9806a56e1e80b69cc9a606b36cfe4b} + \strng{authorfullhash}{eb9806a56e1e80b69cc9a606b36cfe4b} + \field{sortinit}{9} + \field{sortinithash}{1dd72ab054147731c9d824b49aba0534} + \field{labelnamesource}{author} + \field{labeltitlesource}{title} + \field{title}{MAE and RMSE Which Metric is Better} + \field{year}{Mar 23, 2016} + \verb{urlraw} + \verb https://medium.com/human-in-a-machine-world/mae-and-rmse-which-metric-is-better-e60ac3bde13d + \endverb + \verb{url} + \verb https://medium.com/human-in-a-machine-world/mae-and-rmse-which-metric-is-better-e60ac3bde13d + \endverb + \endentry + \entry{TwitterTerms}{inproceedings}{} + \name{author}{1}{}{% + {{hash=2491bc9c7d8731e1ae33124093bc7026}{% + family={Twitter}, + familyi={T\bibinitperiod}}}% + } + \list{organization}{1}{% + {Twitter Corp.}% + } + \strng{namehash}{2491bc9c7d8731e1ae33124093bc7026} + \strng{fullhash}{2491bc9c7d8731e1ae33124093bc7026} + \strng{bibnamehash}{2491bc9c7d8731e1ae33124093bc7026} + \strng{authorbibnamehash}{2491bc9c7d8731e1ae33124093bc7026} + \strng{authornamehash}{2491bc9c7d8731e1ae33124093bc7026} + \strng{authorfullhash}{2491bc9c7d8731e1ae33124093bc7026} + \field{sortinit}{9} + \field{sortinithash}{1dd72ab054147731c9d824b49aba0534} + \field{labelnamesource}{author} + \field{labeltitlesource}{title} + \field{title}{Developer Agreement and Policy} + \field{year}{Effective: May 25, 2018} + \verb{urlraw} + \verb https://developer.twitter.com/en/developer-terms/agreement-and-policy.html + \endverb + \verb{url} + \verb https://developer.twitter.com/en/developer-terms/agreement-and-policy.html + \endverb + \endentry \enddatalist \endrefsection \endinput diff --git a/document.bcf b/document.bcf index 623ce56..88d7d4e 100644 --- a/document.bcf +++ b/document.bcf @@ -1979,39 +1979,45 @@ Adam Adam RegularisationSc - StudyNBC - StudyNBC - TFIDFBOW - TFIDFBOW + dropoutKeras + dropoutM + StudyNBC + StudyNBC TFIDFBOW - SpamCScratch - SpamCScratch - RMSEMAE - MSE + TFIDFBOW + TFIDFBOW + SpamCScratch + SpamCScratch RMSEMAE - MAPE - TweepyDoc - SearchTweets - ConStream - VADERPaper - VADERPaper + MSE + RMSEMAE + MAPE + TweepyDoc + SearchTweets + ConStream VADERPaper - LexiconSocSent - LSTM - StPNSentA - LSTMforetime - LSTMforetime - TFvsThe - VADERPaper - btcCharts - langdectNLTK - langdectNLTK - LanNgram - StemvsLem - StemvsLem - NValgor - SpamCScratch - SpamOrHamGit + VADERPaper + VADERPaper + LexiconSocSent + LSTM + StPNSentA + LSTMforetime + LSTMforetime + TFvsThe + VADERPaper + btcCharts + langdectNLTK + langdectNLTK + LanNgram + StemvsLem + StemvsLem + NValgor + SpamCScratch + SpamOrHamGit + RMSEMAE + MBE + VADERPaper + TwitterTerms * diff --git a/document.blg b/document.blg index a3e58b1..31d1aff 100644 --- a/document.blg +++ b/document.blg @@ -1,26 +1,29 @@ [0] Config.pm:302> INFO - This is Biber 2.9 [0] Config.pm:305> INFO - Logfile is 'document.blg' -[19] biber:313> INFO - === Sun Apr 28, 2019, 11:50:08 -[34] Biber.pm:371> INFO - Reading 'document.bcf' -[82] Biber.pm:854> INFO - Using all citekeys in bib section 0 -[92] Biber.pm:3981> INFO - Processing section 0 -[100] Biber.pm:4154> INFO - Looking for bibtex format file 'report.bib' for section 0 -[101] bibtex.pm:1468> INFO - LaTeX decoding ... -[140] bibtex.pm:1294> INFO - Found BibTeX data source 'report.bib' -[146] Utils.pm:169> WARN - year field 'Oct 16, 2018' in entry 'MSE' is not an integer - this will probably not sort properly. -[182] Utils.pm:169> WARN - year field 'Aug 2, 2017' in entry 'SpamOrHamGit' is not an integer - this will probably not sort properly. -[185] Utils.pm:169> WARN - year field 'Sep 8, 2017' in entry 'MAPE' is not an integer - this will probably not sort properly. -[199] Utils.pm:169> WARN - year field 'Aug 2, 2017' in entry 'SpamCScratch' is not an integer - this will probably not sort properly. -[206] Utils.pm:169> WARN - Name "Mairal, J., Ponce, J., Sapiro, G., Zisserman, A." has too many commas: skipping name -[237] Utils.pm:169> WARN - year field 'Feb 26, 2018' in entry 'StemvsLem' is not an integer - this will probably not sort properly. -[246] Utils.pm:169> WARN - year field 'Apr 7, 2018' in entry 'RMSEMAE' is not an integer - this will probably not sort properly. -[250] Utils.pm:169> WARN - year field 'Mar 13, 2016' in entry 'LSTMdia' is not an integer - this will probably not sort properly. -[280] Utils.pm:169> WARN - BibTeX subsystem: warning: comma(s) at end of name (removing) -[280] Utils.pm:169> WARN - BibTeX subsystem: author, warning: comma(s) at end of name (removing) -[304] UCollate.pm:68> INFO - Overriding locale 'en-US' defaults 'normalization = NFD' with 'normalization = prenormalized' -[304] UCollate.pm:68> INFO - Overriding locale 'en-US' defaults 'variable = shifted' with 'variable = non-ignorable' -[304] Biber.pm:3809> INFO - Sorting list 'none/global//global/global' of type 'entry' with template 'none' and locale 'en-US' -[304] Biber.pm:3815> INFO - No sort tailoring available for locale 'en-US' -[326] bbl.pm:617> INFO - Writing 'document.bbl' with encoding 'ascii' -[342] bbl.pm:720> INFO - Output to document.bbl -[342] Biber.pm:110> INFO - WARNINGS: 10 +[21] biber:313> INFO - === Sun Apr 28, 2019, 17:50:48 +[37] Biber.pm:371> INFO - Reading 'document.bcf' +[89] Biber.pm:854> INFO - Using all citekeys in bib section 0 +[99] Biber.pm:3981> INFO - Processing section 0 +[107] Biber.pm:4154> INFO - Looking for bibtex format file 'report.bib' for section 0 +[109] bibtex.pm:1468> INFO - LaTeX decoding ... +[154] bibtex.pm:1294> INFO - Found BibTeX data source 'report.bib' +[170] Utils.pm:169> WARN - year field 'Dec 15, 2016' in entry 'dropoutM' is not an integer - this will probably not sort properly. +[183] Utils.pm:169> WARN - year field 'Apr 7, 2018' in entry 'RMSEMAE' is not an integer - this will probably not sort properly. +[196] Utils.pm:169> WARN - year field 'Feb 26, 2018' in entry 'StemvsLem' is not an integer - this will probably not sort properly. +[210] Utils.pm:169> WARN - year field 'Effective: May 25, 2018' in entry 'TwitterTerms' is not an integer - this will probably not sort properly. +[212] Utils.pm:169> WARN - year field 'Aug 2, 2017' in entry 'SpamCScratch' is not an integer - this will probably not sort properly. +[222] Utils.pm:169> WARN - Name "Mairal, J., Ponce, J., Sapiro, G., Zisserman, A." has too many commas: skipping name +[240] Utils.pm:169> WARN - year field 'Mar 13, 2016' in entry 'LSTMdia' is not an integer - this will probably not sort properly. +[275] Utils.pm:169> WARN - year field 'Sep 8, 2017' in entry 'MAPE' is not an integer - this will probably not sort properly. +[277] Utils.pm:169> WARN - year field 'Aug 2, 2017' in entry 'SpamOrHamGit' is not an integer - this will probably not sort properly. +[282] Utils.pm:169> WARN - year field 'Oct 16, 2018' in entry 'MSE' is not an integer - this will probably not sort properly. +[297] Utils.pm:169> WARN - year field 'Mar 23, 2016' in entry 'MBE' is not an integer - this will probably not sort properly. +[320] Utils.pm:169> WARN - BibTeX subsystem: warning: comma(s) at end of name (removing) +[320] Utils.pm:169> WARN - BibTeX subsystem: author, warning: comma(s) at end of name (removing) +[348] UCollate.pm:68> INFO - Overriding locale 'en-US' defaults 'normalization = NFD' with 'normalization = prenormalized' +[348] UCollate.pm:68> INFO - Overriding locale 'en-US' defaults 'variable = shifted' with 'variable = non-ignorable' +[348] Biber.pm:3809> INFO - Sorting list 'none/global//global/global' of type 'entry' with template 'none' and locale 'en-US' +[348] Biber.pm:3815> INFO - No sort tailoring available for locale 'en-US' +[375] bbl.pm:617> INFO - Writing 'document.bbl' with encoding 'ascii' +[393] bbl.pm:720> INFO - Output to document.bbl +[394] Biber.pm:110> INFO - WARNINGS: 13 diff --git a/document.log b/document.log index 4360c4d..57b5ec8 100644 --- a/document.log +++ b/document.log @@ -1,4 +1,4 @@ -This is pdfTeX, Version 3.14159265-2.6-1.40.18 (TeX Live 2017/Debian) (preloaded format=pdflatex 2018.10.16) 28 APR 2019 11:50 +This is pdfTeX, Version 3.14159265-2.6-1.40.18 (TeX Live 2017/Debian) (preloaded format=pdflatex 2018.10.16) 28 APR 2019 17:50 entering extended mode restricted \write18 enabled. %&-line parsing enabled. @@ -979,7 +979,7 @@ LaTeX Info: Redefining \nameref on input line 108. \@outlinefile=\write5 \openout5 = `document.out'. - 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