From 97397335e0f06051a6955daf03f9c56c215397e0 Mon Sep 17 00:00:00 2001 From: Andrea Ierardi Date: Sun, 12 Apr 2020 22:01:45 +0200 Subject: [PATCH] up --- .../Machine Learning/main.aux | 31 + .../Machine Learning/main.dvi | Bin 73152 -> 66348 bytes .../Machine Learning/main.log | 1046 ++++++++++++----- .../Machine Learning/main.toc | 30 + 4 files changed, 803 insertions(+), 304 deletions(-) diff --git a/1year/3trimester/Machine Learning, Statistical Learning, Deep Learning and Artificial Intelligence/Machine Learning/main.aux b/1year/3trimester/Machine Learning, Statistical Learning, Deep Learning and Artificial Intelligence/Machine Learning/main.aux index 954829e7e..f1e77d73c 100644 --- a/1year/3trimester/Machine Learning, Statistical Learning, Deep Learning and Artificial Intelligence/Machine Learning/main.aux +++ b/1year/3trimester/Machine Learning, Statistical Learning, Deep Learning and Artificial Intelligence/Machine Learning/main.aux @@ -1,3 +1,34 @@ \relax 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Statistical Learning, Deep Learning and Artificial Intelligence/Machine Learning/main.log index e34917ae2..1833f5a99 100644 --- a/1year/3trimester/Machine Learning, Statistical Learning, Deep Learning and Artificial Intelligence/Machine Learning/main.log +++ b/1year/3trimester/Machine Learning, Statistical Learning, Deep Learning and Artificial Intelligence/Machine Learning/main.log @@ -1,4 +1,4 @@ -This is XeTeX, Version 3.14159265-2.6-0.999992 (MiKTeX 2.9.7380 64-bit) (preloaded format=xelatex 2020.4.12) 12 APR 2020 21:59 +This is pdfTeX, Version 3.14159265-2.6-1.40.21 (MiKTeX 2.9.7380 64-bit) (preloaded format=latex 2020.4.11) 12 APR 2020 22:01 entering extended mode **./main.tex (main.tex @@ -9,14 +9,14 @@ Document Class: article 2019/12/20 v1.4l Standard LaTeX document class ("C:\Program Files\MiKTeX 2.9\tex/latex/base\size12.clo" File: size12.clo 2019/12/20 v1.4l Standard LaTeX file (size option) ) -\c@part=\count163 -\c@section=\count164 -\c@subsection=\count165 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byte or sequence at line 301 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 301 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 302 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 303 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 332 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 332 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 332 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 332 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 333 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 334 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 334 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 334 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 406 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 406 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 409 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 410 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 428 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 434 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 457 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 457 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 464 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 464 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 466 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 466 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 541 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 541 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 541 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 586 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 586 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 588 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 588 replaced by U+FFFD. -Invalid UTF-8 byte or sequence 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UTF-8 byte or sequence at line 700 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 705 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 715 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 715 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 715 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 719 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 732 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 732 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 741 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 741 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 742 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 742 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 762 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 773 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 773 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 774 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 774 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 774 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 797 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 797 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 810 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 824 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 824 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 831 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 838 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 838 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 846 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 846 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 861 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 862 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 864 replaced by U+FFFD. -Invalid UTF-8 byte 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xstring 2019/02/06 v1.83 String manipulations (CT) ) ("C:\Program Files\MiKTeX 2.9\tex/generic/systeme\systeme.tex" \SYS_systemecode=\toks20 \SYS_systempreamble=\toks21 -\SYSeqnum=\count185 -Invalid UTF-8 byte or sequence at line 77 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 77 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 77 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 77 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 81 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 85 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 85 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 85 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 87 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 89 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 89 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 89 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 89 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 89 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 89 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 95 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 95 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 113 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 113 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 113 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 114 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 114 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 114 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 114 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 114 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 114 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 117 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 117 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 117 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 117 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 117 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 128 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 145 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 145 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 145 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 145 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 145 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 158 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 158 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 159 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 164 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 170 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 170 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 174 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 176 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 176 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 176 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 184 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 184 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 186 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 194 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 217 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 219 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 221 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 222 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 232 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 232 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 232 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 232 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 236 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 241 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 244 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 244 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 246 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 251 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 262 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 279 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 280 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 280 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 295 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 295 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 295 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 295 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 309 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 309 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 309 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 315 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 315 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 330 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 362 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 381 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 384 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 429 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 434 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 491 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 549 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 550 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 569 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 572 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 575 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 598 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 603 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 619 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 621 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 621 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 627 replaced by U+FFFD. -Invalid UTF-8 byte or sequence at line 627 replaced by U+FFFD. +\SYSeqnum=\count189 ) Package: systeme 2019/01/13 v0.32 Mise en forme de systemes d'equations (CT) ) @@ -362,13 +129,12 @@ Language: english 2017/06/06 v3.3r English support from the babel system ("C:\Program Files\MiKTeX 2.9\tex/generic/babel\babel.def" File: babel.def 2020/02/28 3.41 Babel common definitions -\babel@savecnt=\count186 +\babel@savecnt=\count190 \U@D=\dimen144 -("C:\Program Files\MiKTeX 2.9\tex/generic/babel\xebabel.def" -("C:\Program Files\MiKTeX 2.9\tex/generic/babel\txtbabel.def")) +("C:\Program Files\MiKTeX 2.9\tex/generic/babel\txtbabel.def") \bbl@readstream=\read2 -\bbl@dirlevel=\count187 +\bbl@dirlevel=\count191 ) Package babel Info: \l@canadian = using hyphenrules for english (babel) (\language0) on input line 102. @@ -383,10 +149,10 @@ Package: xcolor 2016/05/11 v2.12 LaTeX color extensions (UK) ("C:\Program Files\MiKTeX 2.9\tex/latex/graphics-cfg\color.cfg" File: color.cfg 2016/01/02 v1.6 sample color configuration ) -Package xcolor Info: Driver file: xetex.def on input line 225. +Package xcolor Info: Driver file: dvips.def on input line 225. -("C:\Program Files\MiKTeX 2.9\tex/latex/graphics-def\xetex.def" -File: xetex.def 2017/06/24 v5.0h Graphics/color driver for xetex +("C:\Program Files\MiKTeX 2.9\tex/latex/graphics-def\dvips.def" +File: dvips.def 2017/06/20 v3.1d Graphics/color driver for dvips ) Package xcolor Info: Model `cmy' substituted by `cmy0' on input line 1348. Package xcolor Info: Model `RGB' extended on input line 1364. @@ -416,7 +182,7 @@ Package: trig 2016/01/03 v1.10 sin cos tan (DPC) ("C:\Program Files\MiKTeX 2.9\tex/latex/graphics-cfg\graphics.cfg" File: graphics.cfg 2016/06/04 v1.11 sample graphics configuration ) -Package graphics Info: Driver file: xetex.def on input line 105. +Package graphics Info: Driver file: dvips.def on input line 105. ) \Gin@req@height=\dimen145 \Gin@req@width=\dimen146 @@ -429,12 +195,15 @@ Package: framed 2011/10/22 v 0.96: framed or shaded text with page breaks \FrameRule=\dimen149 \FrameSep=\dimen150 ) -("C:\Program Files\MiKTeX 2.9\tex/latex/l3backend\l3backend-xdvipdfmx.def" -File: l3backend-xdvipdfmx.def 2020-03-12 L3 backend support: xdvipdfmx -\g__graphics_track_int=\count188 +("C:\Program Files\MiKTeX 2.9\tex/latex/l3backend\l3backend-dvips.def" +File: l3backend-dvips.def 2020-03-12 L3 backend support: dvips \l__pdf_internal_box=\box47 -\g__pdf_backend_object_int=\count189 -\g__pdf_backend_annotation_int=\count190 +\g__pdf_backend_object_int=\count192 +\l__pdf_backend_content_box=\box48 +\l__pdf_backend_model_box=\box49 +\g__pdf_backend_annotation_int=\count193 +\g__pdf_backend_link_int=\count194 +\g__pdf_backend_link_sf_int=\count195 ) (main.aux) \openout1 = `main.aux'. @@ -448,55 +217,724 @@ LaTeX Font Info: ... okay on input line 25. 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LaTeX Error: Cannot determine size of graphic in ./img/frontpage.jpg (no Boun +dingBox). -! Package graphics Error: Division by 0. - -See the graphics package documentation for explanation. +See the LaTeX manual or LaTeX Companion for explanation. Type H for immediate help. ... l.48 ...raphics[width=.7\linewidth]{frontpage.jpg} -Your command was ignored. -Type I to replace it with another command, -or to continue without it. +Try typing to proceed. +If that doesn't work, type X to quit. -File: ./img/frontpage.jpg Graphic file (type bmp) -<./img/frontpage.jpg> -[1 +File: ./img/frontpage.jpg Graphic file (type eps) +<./img/frontpage.jpg> [1 -] (main.toc -LaTeX Font Info: Trying to load font information for U+msa on input line 3. - ("C:\Program Files\MiKTeX 2.9\tex/latex/amsfonts\umsa.fd" -File: umsa.fd 2013/01/14 v3.01 AMS symbols A -) -LaTeX Font Info: Trying to load font information for U+msb on input line 3. - -("C:\Program Files\MiKTeX 2.9\tex/latex/amsfonts\umsb.fd" -File: umsb.fd 2013/01/14 v3.01 AMS symbols B -)) +] [2] (main.toc) \tf@toc=\write3 \openout3 = `main.toc'. - [1 \ No newline at end of file + [1] (lectures/lecture1.tex +Underfull \hbox (badness 10000) in paragraph at lines 9--96 + + [] + + +Underfull \hbox (badness 10000) in paragraph at lines 9--96 + + [] + +[2] +LaTeX Font Info: Trying to load font information for U+msa on input line 97. + + ("C:\Program Files\MiKTeX 2.9\tex/latex/amsfonts\umsa.fd" +File: umsa.fd 2013/01/14 v3.01 AMS symbols A +) +LaTeX Font Info: Trying to load font information for U+msb on input line 97. + + +("C:\Program Files\MiKTeX 2.9\tex/latex/amsfonts\umsb.fd" +File: umsb.fd 2013/01/14 v3.01 AMS symbols B +) +Underfull \hbox (badness 10000) in paragraph at lines 99--139 + + [] + + +Underfull \hbox (badness 10000) in paragraph at lines 99--139 + + [] + + +Underfull \hbox (badness 10000) in paragraph at lines 99--139 + + [] + +[3]) [4] (lectures/lecture2.tex +Underfull \hbox (badness 10000) in paragraph at lines 7--16 + + [] + + +Underfull \hbox (badness 10000) in paragraph at lines 17--30 + + [] + + +Underfull \hbox (badness 10000) in paragraph at lines 17--30 + + [] + + +Underfull \hbox (badness 10000) in paragraph at lines 32--35 + + [] + +[5] +Underfull \hbox (badness 10000) in paragraph at lines 49--52 + + [] + + +Underfull \hbox (badness 10000) in paragraph at lines 49--52 + + [] + + +Underfull \hbox (badness 10000) in paragraph at lines 63--81 + + [] + +[6] +Underfull \hbox (badness 10000) in paragraph at lines 81--86 + + [] + + +Underfull \hbox (badness 10000) in paragraph at lines 89--109 + + [] + + +Underfull \hbox (badness 10000) in paragraph at lines 89--109 + + [] + + +Underfull \hbox (badness 10000) in paragraph at lines 89--109 + + [] + + +Underfull \hbox (badness 10000) in paragraph at lines 110--115 + + [] + +[7] +Underfull \hbox (badness 10000) in paragraph at lines 118--156 + + [] + + +Underfull \hbox (badness 10000) in paragraph at lines 118--156 + + [] + + +Underfull \hbox (badness 10000) in paragraph at lines 118--156 + + [] + + +Underfull \hbox (badness 10000) in paragraph at lines 118--156 + + [] + + +Underfull \hbox (badness 10000) in paragraph at lines 118--156 + + [] + + +Underfull \hbox (badness 10000) in paragraph at lines 118--156 + + [] + +[8] +Underfull \hbox (badness 10000) in paragraph at lines 164--171 + + [] + +[9] +Underfull \hbox (badness 10000) in paragraph at lines 172--182 + + [] + + +Underfull \hbox (badness 10000) in paragraph at lines 189--199 + + [] + +) [10] (lectures/lecture3.tex +Underfull \hbox (badness 10000) in paragraph at lines 5--7 + + [] + + +Overfull \hbox (12.30455pt too wide) detected at line 9 +\OML/cmm/m/it/12 x \OT1/cmr/m/n/12 = (\OML/cmm/m/it/12 x[]; 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{section}{\numberline {1}Lecture 1 - 09-03-2020}{2}% +\contentsline {subsection}{\numberline {1.1}Introduction}{2}% +\contentsline {section}{\numberline {2}Lecture 2 - 07-04-2020}{5}% +\contentsline {subsection}{\numberline {2.1}Argomento}{5}% +\contentsline {subsection}{\numberline {2.2}Loss}{5}% +\contentsline {subsubsection}{\numberline {2.2.1}Absolute Loss}{5}% +\contentsline {subsubsection}{\numberline {2.2.2}Square Loss}{6}% +\contentsline {subsubsection}{\numberline {2.2.3}Example of information of square loss}{6}% +\contentsline {subsubsection}{\numberline {2.2.4}labels and losses}{8}% +\contentsline {subsubsection}{\numberline {2.2.5}Example TF(idf) documents encoding}{9}% +\contentsline {section}{\numberline {3}Lecture 3 - 07-04-2020}{11}% +\contentsline {subsection}{\numberline {3.1}Overfitting}{13}% +\contentsline {subsubsection}{\numberline {3.1.1}Noise in the data}{13}% +\contentsline {subsection}{\numberline {3.2}Underfitting}{15}% +\contentsline {subsection}{\numberline {3.3}Nearest neighbour}{15}% +\contentsline {section}{\numberline {4}Lecture 4 - 07-04-2020}{17}% +\contentsline {subsection}{\numberline {4.1}Computing $h_{NN}$}{17}% +\contentsline {subsection}{\numberline {4.2}Tree Predictor}{18}% +\contentsline {section}{\numberline {5}Lecture 5 - 07-04-2020}{21}% +\contentsline {subsection}{\numberline {5.1}Tree Classifier}{21}% +\contentsline {subsection}{\numberline {5.2}Jensen’s inequality}{22}% +\contentsline {subsection}{\numberline {5.3}Tree Predictor}{24}% +\contentsline {subsection}{\numberline {5.4}Statistical model for Machine Learning}{25}% +\contentsline {section}{\numberline {6}Lecture 6 - 07-04-2020}{27}% +\contentsline {section}{\numberline {7}Lecture 7 - 07-04-2020}{28}% +\contentsline {section}{\numberline {8}Lecture 8 - 07-04-2020}{29}% +\contentsline {section}{\numberline {9}Lecture 9 - 07-04-2020}{30}% +\contentsline {section}{\numberline {10}Lecture 10 - 07-04-2020}{31}% +\contentsline {subsection}{\numberline {10.1}TO BE DEFINE}{31}%