diff --git a/doc/pub/svm/html/svm-bs.html b/doc/pub/svm/html/svm-bs.html index 52634a552..c95be3916 100644 --- a/doc/pub/svm/html/svm-bs.html +++ b/doc/pub/svm/html/svm-bs.html @@ -45,7 +45,8 @@ Automatically generated HTML file from DocOnce source ('Hyperplanes and all that', 2, None, '___sec2'), ('What is a hyperplane', 2, None, '___sec3'), ('The two-dimensional case', 2, None, '___sec4'), - ('Examples with kernels', 2, None, '___sec5')]} + ('Getting into the details', 2, None, '___sec5'), + ('Examples with kernels', 2, None, '___sec6')]} end of tocinfo --> @@ -88,7 +89,8 @@ MathJax.Hub.Config({
  • Hyperplanes and all that
  • What is a hyperplane
  • The two-dimensional case
    • -
  • Examples with kernels
    • +
  • Getting into the details
    • +
  • Examples with kernels
    • @@ -250,7 +252,18 @@ for our data sample.

    -

    Examples with kernels

    +

    Getting into the details

    + +

    +Let us define the function +$$ +f(x) = \beta_0+\beta_1x = 0, +$$ + +as the function that determines the line that separates two classes (our two features). + + +

    Examples with kernels

    diff --git a/doc/pub/svm/html/svm-reveal.html b/doc/pub/svm/html/svm-reveal.html index 6641432bb..ab06d4451 100644 --- a/doc/pub/svm/html/svm-reveal.html +++ b/doc/pub/svm/html/svm-reveal.html @@ -287,7 +287,22 @@ for our data sample.

    -

    Examples with kernels

    +

    Getting into the details

    + +

    +Let us define the function +

     
    +$$ +f(x) = \beta_0+\beta_1x = 0, +$$ +

     
    + +as the function that determines the line that separates two classes (our two features). +

    + + +
    +

    Examples with kernels

    diff --git a/doc/pub/svm/html/svm-solarized.html b/doc/pub/svm/html/svm-solarized.html index 9741aa401..467fd73a0 100644 --- a/doc/pub/svm/html/svm-solarized.html +++ b/doc/pub/svm/html/svm-solarized.html @@ -39,7 +39,8 @@ div { text-align: justify; text-justify: inter-word; } ('Hyperplanes and all that', 2, None, '___sec2'), ('What is a hyperplane', 2, None, '___sec3'), ('The two-dimensional case', 2, None, '___sec4'), - ('Examples with kernels', 2, None, '___sec5')]} + ('Getting into the details', 2, None, '___sec5'), + ('Examples with kernels', 2, None, '___sec6')]} end of tocinfo --> @@ -206,7 +207,18 @@ for our data sample.











    -

    Examples with kernels

    +

    Getting into the details

    + +

    +Let us define the function +$$ +f(x) = \beta_0+\beta_1x = 0, +$$ + +as the function that determines the line that separates two classes (our two features). +









    + +

    Examples with kernels

    diff --git a/doc/pub/svm/html/svm.html b/doc/pub/svm/html/svm.html index 5c388ff52..15f85129a 100644 --- a/doc/pub/svm/html/svm.html +++ b/doc/pub/svm/html/svm.html @@ -44,7 +44,8 @@ div { text-align: justify; text-justify: inter-word; } ('Hyperplanes and all that', 2, None, '___sec2'), ('What is a hyperplane', 2, None, '___sec3'), ('The two-dimensional case', 2, None, '___sec4'), - ('Examples with kernels', 2, None, '___sec5')]} + ('Getting into the details', 2, None, '___sec5'), + ('Examples with kernels', 2, None, '___sec6')]} end of tocinfo --> @@ -211,7 +212,18 @@ for our data sample.











    -

    Examples with kernels

    +

    Getting into the details

    + +

    +Let us define the function +$$ +f(x) = \beta_0+\beta_1x = 0, +$$ + +as the function that determines the line that separates two classes (our two features). +









    + +

    Examples with kernels

    diff --git a/doc/pub/svm/ipynb/ipynb-svm-src.tar.gz b/doc/pub/svm/ipynb/ipynb-svm-src.tar.gz index 975d2e0ae..20c5ffe52 100644 Binary files a/doc/pub/svm/ipynb/ipynb-svm-src.tar.gz and b/doc/pub/svm/ipynb/ipynb-svm-src.tar.gz differ diff --git a/doc/pub/svm/ipynb/svm.ipynb b/doc/pub/svm/ipynb/svm.ipynb index 8837c8fee..3538e4fc9 100644 --- a/doc/pub/svm/ipynb/svm.ipynb +++ b/doc/pub/svm/ipynb/svm.ipynb @@ -154,6 +154,25 @@ "to divide the data. Below is an example of two candidate hyperplanes\n", "for our data sample.\n", "\n", + "## Getting into the details\n", + "\n", + "Let us define the function" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "$$\n", + "f(x) = \\beta_0+\\beta_1x = 0,\n", + "$$" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "as the function that determines the line that separates two classes (our two features). \n", "## Examples with kernels" ] }, diff --git a/doc/pub/svm/pdf/svm-beamer-handouts2x3.pdf b/doc/pub/svm/pdf/svm-beamer-handouts2x3.pdf index 4e5b02221..254e33143 100644 Binary files a/doc/pub/svm/pdf/svm-beamer-handouts2x3.pdf and b/doc/pub/svm/pdf/svm-beamer-handouts2x3.pdf differ diff --git a/doc/pub/svm/pdf/svm-beamer.pdf b/doc/pub/svm/pdf/svm-beamer.pdf index 292ce2489..7e47c65d6 100644 Binary files a/doc/pub/svm/pdf/svm-beamer.pdf and b/doc/pub/svm/pdf/svm-beamer.pdf differ diff --git a/doc/pub/svm/pdf/svm-minted.pdf b/doc/pub/svm/pdf/svm-minted.pdf index 1de8c0764..fab148e6b 100644 Binary files a/doc/pub/svm/pdf/svm-minted.pdf and b/doc/pub/svm/pdf/svm-minted.pdf differ diff --git a/doc/src/SupportVMachines/svm.do.txt b/doc/src/SupportVMachines/svm.do.txt index 4650bda86..305c36a93 100644 --- a/doc/src/SupportVMachines/svm.do.txt +++ b/doc/src/SupportVMachines/svm.do.txt @@ -106,6 +106,16 @@ Unfortunately there are many ways in which we can place a hyperplane to divide the data. Below is an example of two candidate hyperplanes for our data sample. +!split +===== Getting into the details ===== + +Let us define the function +!bt +\[ +f(x) = \beta_0+\beta_1x = 0, +\] +!et +as the function that determines the line that separates two classes (our two features). !split ===== Examples with kernels =====