From deb1622a7ea4202c1544b2fb922a5a25253946ce Mon Sep 17 00:00:00 2001 From: NotXia <35894453+NotXia@users.noreply.github.com> Date: Sun, 12 Nov 2023 19:45:55 +0100 Subject: [PATCH] Add ML/DM metrics --- src/ainotes.cls | 2 +- .../img/confidence_interval.png | Bin 0 -> 62322 bytes .../img/cross_validation.png | Bin 0 -> 99849 bytes .../img/lift_chart.png | Bin 0 -> 86950 bytes .../img/normal_quantile_test_error.png | Bin 0 -> 39966 bytes .../img/roc_curve.png | Bin 0 -> 105625 bytes .../sections/_classification.tex | 296 +++++++++++++++++- 7 files changed, 289 insertions(+), 9 deletions(-) create mode 100644 src/machine-learning-and-data-mining/img/confidence_interval.png create mode 100644 src/machine-learning-and-data-mining/img/cross_validation.png create mode 100644 src/machine-learning-and-data-mining/img/lift_chart.png create mode 100644 src/machine-learning-and-data-mining/img/normal_quantile_test_error.png create mode 100644 src/machine-learning-and-data-mining/img/roc_curve.png diff --git a/src/ainotes.cls b/src/ainotes.cls index b293f48..3874f4d 100644 --- a/src/ainotes.cls +++ b/src/ainotes.cls @@ -68,7 +68,7 @@ \renewcommand{\vec}[1]{{\bm{\mathbf{#1}}}} \newcommand{\nullvec}[0]{\bar{\vec{0}}} \newcommand{\matr}[1]{{\bm{#1}}} -\newcommand{\prob}[1]{{\mathcal{P}({#1})}} +\newcommand{\prob}[1]{{\mathcal{P}\left({#1}\right)}} \renewcommand*{\maketitle}{% diff --git a/src/machine-learning-and-data-mining/img/confidence_interval.png b/src/machine-learning-and-data-mining/img/confidence_interval.png new file mode 100644 index 0000000000000000000000000000000000000000..5564310a2ac2f1402924c075c9091e4a3bb351a8 GIT binary patch literal 62322 zcmZsC1yEGq8#WC~N_V()Be{ftbhmUPCEeY%v@{aZB_Z7)4N7-+OH22+sK5Vw-^@3& zuyfDsz2}^_-}5{-TuDI^4VefT3JMBMT1rd>3JPWk3JSU!2>~)P`yG1)@&)arA}In@ zF+#Erxqvf&C;tu#swx)c!3Z954X~Hea)N?F?|%7%?zb!c02ws0RMT`;wY9XDH+44p zVB~BB8H0lI0-9J`+AG;v+B!P{`Egd>oH 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