From 2595be6994ca5815e38375addc61ea8972ef0aae Mon Sep 17 00:00:00 2001
From: bruAristimunha <a.bruno@aluno.ufabc.edu.br>
Date: Fri, 19 Apr 2024 15:23:42 +0200
Subject: [PATCH] new page

---
 docs/_static/check-solid.svg     |   4 +
 docs/_static/clipboard.min.js    |   7 +
 docs/_static/copy-button.svg     |   5 +
 docs/_static/copybutton.css      |  81 ++++
 docs/_static/copybutton.js       | 197 ++++++++
 docs/_static/copybutton_funcs.js |  58 +++
 docs/_static/css/custom.css      |  10 +
 docs/paper_results.html          | 743 +++++++++++++++++++++++++++++++
 8 files changed, 1105 insertions(+)
 create mode 100644 docs/_static/check-solid.svg
 create mode 100644 docs/_static/clipboard.min.js
 create mode 100644 docs/_static/copy-button.svg
 create mode 100644 docs/_static/copybutton.css
 create mode 100644 docs/_static/copybutton.js
 create mode 100644 docs/_static/copybutton_funcs.js
 create mode 100644 docs/_static/css/custom.css
 create mode 100644 docs/paper_results.html

diff --git a/docs/_static/check-solid.svg b/docs/_static/check-solid.svg
new file mode 100644
index 00000000..92fad4b5
--- /dev/null
+++ b/docs/_static/check-solid.svg
@@ -0,0 +1,4 @@
+<svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-check" width="44" height="44" viewBox="0 0 24 24" stroke-width="2" stroke="#22863a" fill="none" stroke-linecap="round" stroke-linejoin="round">
+  <path stroke="none" d="M0 0h24v24H0z" fill="none"/>
+  <path d="M5 12l5 5l10 -10" />
+</svg>
diff --git a/docs/_static/clipboard.min.js b/docs/_static/clipboard.min.js
new file mode 100644
index 00000000..54b3c463
--- /dev/null
+++ b/docs/_static/clipboard.min.js
@@ -0,0 +1,7 @@
+/*!
+ * clipboard.js v2.0.8
+ * https://clipboardjs.com/
+ *
+ * Licensed MIT © Zeno Rocha
+ */
+!function(t,e){"object"==typeof exports&&"object"==typeof module?module.exports=e():"function"==typeof define&&define.amd?define([],e):"object"==typeof exports?exports.ClipboardJS=e():t.ClipboardJS=e()}(this,function(){return n={686:function(t,e,n){"use strict";n.d(e,{default:function(){return o}});var e=n(279),i=n.n(e),e=n(370),u=n.n(e),e=n(817),c=n.n(e);function a(t){try{return document.execCommand(t)}catch(t){return}}var f=function(t){t=c()(t);return a("cut"),t};var l=function(t){var e,n,o,r=1<arguments.length&&void 0!==arguments[1]?arguments[1]:{container:document.body},i="";return"string"==typeof t?(e=t,n="rtl"===document.documentElement.getAttribute("dir"),(o=document.createElement("textarea")).style.fontSize="12pt",o.style.border="0",o.style.padding="0",o.style.margin="0",o.style.position="absolute",o.style[n?"right":"left"]="-9999px",n=window.pageYOffset||document.documentElement.scrollTop,o.style.top="".concat(n,"px"),o.setAttribute("readonly",""),o.value=e,o=o,r.container.appendChild(o),i=c()(o),a("copy"),o.remove()):(i=c()(t),a("copy")),i};function r(t){return(r="function"==typeof Symbol&&"symbol"==typeof Symbol.iterator?function(t){return typeof t}:function(t){return t&&"function"==typeof Symbol&&t.constructor===Symbol&&t!==Symbol.prototype?"symbol":typeof t})(t)}var s=function(){var t=0<arguments.length&&void 0!==arguments[0]?arguments[0]:{},e=t.action,n=void 0===e?"copy":e,o=t.container,e=t.target,t=t.text;if("copy"!==n&&"cut"!==n)throw new Error('Invalid "action" value, use either "copy" or "cut"');if(void 0!==e){if(!e||"object"!==r(e)||1!==e.nodeType)throw new Error('Invalid "target" value, use a valid Element');if("copy"===n&&e.hasAttribute("disabled"))throw new Error('Invalid "target" attribute. Please use "readonly" instead of "disabled" attribute');if("cut"===n&&(e.hasAttribute("readonly")||e.hasAttribute("disabled")))throw new Error('Invalid "target" attribute. You can\'t cut text from elements with "readonly" or "disabled" attributes')}return t?l(t,{container:o}):e?"cut"===n?f(e):l(e,{container:o}):void 0};function d(t){return(d="function"==typeof Symbol&&"symbol"==typeof Symbol.iterator?function(t){return typeof t}:function(t){return t&&"function"==typeof Symbol&&t.constructor===Symbol&&t!==Symbol.prototype?"symbol":typeof t})(t)}function p(t,e){for(var n=0;n<e.length;n++){var o=e[n];o.enumerable=o.enumerable||!1,o.configurable=!0,"value"in o&&(o.writable=!0),Object.defineProperty(t,o.key,o)}}function y(t,e){return(y=Object.setPrototypeOf||function(t,e){return t.__proto__=e,t})(t,e)}function h(n){var o=function(){if("undefined"==typeof Reflect||!Reflect.construct)return!1;if(Reflect.construct.sham)return!1;if("function"==typeof Proxy)return!0;try{return Date.prototype.toString.call(Reflect.construct(Date,[],function(){})),!0}catch(t){return!1}}();return function(){var t,e=m(n);return t=o?(t=m(this).constructor,Reflect.construct(e,arguments,t)):e.apply(this,arguments),e=this,!(t=t)||"object"!==d(t)&&"function"!=typeof t?function(t){if(void 0!==t)return t;throw new ReferenceError("this hasn't been initialised - super() hasn't been called")}(e):t}}function m(t){return(m=Object.setPrototypeOf?Object.getPrototypeOf:function(t){return t.__proto__||Object.getPrototypeOf(t)})(t)}function v(t,e){t="data-clipboard-".concat(t);if(e.hasAttribute(t))return e.getAttribute(t)}var o=function(){!function(t,e){if("function"!=typeof e&&null!==e)throw new TypeError("Super expression must either be null or a function");t.prototype=Object.create(e&&e.prototype,{constructor:{value:t,writable:!0,configurable:!0}}),e&&y(t,e)}(r,i());var t,e,n,o=h(r);function r(t,e){var n;return function(t){if(!(t instanceof r))throw new TypeError("Cannot call a class as a function")}(this),(n=o.call(this)).resolveOptions(e),n.listenClick(t),n}return t=r,n=[{key:"copy",value:function(t){var e=1<arguments.length&&void 0!==arguments[1]?arguments[1]:{container:document.body};return l(t,e)}},{key:"cut",value:function(t){return f(t)}},{key:"isSupported",value:function(){var t=0<arguments.length&&void 0!==arguments[0]?arguments[0]:["copy","cut"],t="string"==typeof t?[t]:t,e=!!document.queryCommandSupported;return t.forEach(function(t){e=e&&!!document.queryCommandSupported(t)}),e}}],(e=[{key:"resolveOptions",value:function(){var t=0<arguments.length&&void 0!==arguments[0]?arguments[0]:{};this.action="function"==typeof t.action?t.action:this.defaultAction,this.target="function"==typeof t.target?t.target:this.defaultTarget,this.text="function"==typeof t.text?t.text:this.defaultText,this.container="object"===d(t.container)?t.container:document.body}},{key:"listenClick",value:function(t){var e=this;this.listener=u()(t,"click",function(t){return e.onClick(t)})}},{key:"onClick",value:function(t){var e=t.delegateTarget||t.currentTarget,t=s({action:this.action(e),container:this.container,target:this.target(e),text:this.text(e)});this.emit(t?"success":"error",{action:this.action,text:t,trigger:e,clearSelection:function(){e&&e.focus(),document.activeElement.blur(),window.getSelection().removeAllRanges()}})}},{key:"defaultAction",value:function(t){return v("action",t)}},{key:"defaultTarget",value:function(t){t=v("target",t);if(t)return document.querySelector(t)}},{key:"defaultText",value:function(t){return v("text",t)}},{key:"destroy",value:function(){this.listener.destroy()}}])&&p(t.prototype,e),n&&p(t,n),r}()},828:function(t){var e;"undefined"==typeof Element||Element.prototype.matches||((e=Element.prototype).matches=e.matchesSelector||e.mozMatchesSelector||e.msMatchesSelector||e.oMatchesSelector||e.webkitMatchesSelector),t.exports=function(t,e){for(;t&&9!==t.nodeType;){if("function"==typeof t.matches&&t.matches(e))return t;t=t.parentNode}}},438:function(t,e,n){var u=n(828);function 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\ No newline at end of file
diff --git a/docs/_static/copy-button.svg b/docs/_static/copy-button.svg
new file mode 100644
index 00000000..b888a20d
--- /dev/null
+++ b/docs/_static/copy-button.svg
@@ -0,0 +1,5 @@
+<svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-clipboard" width="44" height="44" viewBox="0 0 24 24" stroke-width="1.5" stroke="#2c3e50" fill="none" stroke-linecap="round" stroke-linejoin="round">
+  <path stroke="none" d="M0 0h24v24H0z" fill="none"/>
+  <path d="M9 5h-2a2 2 0 0 0 -2 2v12a2 2 0 0 0 2 2h10a2 2 0 0 0 2 -2v-12a2 2 0 0 0 -2 -2h-2" />
+  <rect x="9" y="3" width="6" height="4" rx="2" />
+</svg>
diff --git a/docs/_static/copybutton.css b/docs/_static/copybutton.css
new file mode 100644
index 00000000..5d291490
--- /dev/null
+++ b/docs/_static/copybutton.css
@@ -0,0 +1,81 @@
+/* Copy buttons */
+button.copybtn {
+    position: absolute;
+    display: flex;
+    top: .3em;
+    right: .5em;
+    width: 1.7em;
+    height: 1.7em;
+	opacity: 0;
+    transition: opacity 0.3s, border .3s, background-color .3s;
+    user-select: none;
+    padding: 0;
+    border: none;
+    outline: none;
+    border-radius: 0.4em;
+    border: #e1e1e1 1px solid;
+    background-color: rgb(245, 245, 245);
+}
+
+button.copybtn.success {
+    border-color: #22863a;
+}
+
+button.copybtn img {
+    width: 100%;
+    padding: .2em;
+}
+
+div.highlight  {
+    position: relative;
+}
+
+.highlight:hover button.copybtn {
+	opacity: 1;
+}
+
+.highlight button.copybtn:hover {
+    background-color: rgb(235, 235, 235);
+}
+
+.highlight button.copybtn:active {
+    background-color: rgb(187, 187, 187);
+}
+
+/**
+ * A minimal CSS-only tooltip copied from:
+ *   https://codepen.io/mildrenben/pen/rVBrpK
+ *
+ * To use, write HTML like the following:
+ *
+ * <p class="o-tooltip--left" data-tooltip="Hey">Short</p>
+ */
+ .o-tooltip--left {
+  position: relative;
+ }
+
+ .o-tooltip--left:after {
+    opacity: 0;
+    visibility: hidden;
+    position: absolute;
+    content: attr(data-tooltip);
+    padding: .2em;
+    font-size: .8em;
+    left: -.2em;
+    background: grey;
+    color: white;
+    white-space: nowrap;
+    z-index: 2;
+    border-radius: 2px;
+    transform: translateX(-102%) translateY(0);
+    transition: opacity 0.2s cubic-bezier(0.64, 0.09, 0.08, 1), transform 0.2s cubic-bezier(0.64, 0.09, 0.08, 1);
+}
+
+.o-tooltip--left:hover:after {
+    display: block;
+    opacity: 1;
+    visibility: visible;
+    transform: translateX(-100%) translateY(0);
+    transition: opacity 0.2s cubic-bezier(0.64, 0.09, 0.08, 1), transform 0.2s cubic-bezier(0.64, 0.09, 0.08, 1);
+    transition-delay: .5s;
+}
diff --git a/docs/_static/copybutton.js b/docs/_static/copybutton.js
new file mode 100644
index 00000000..482bda03
--- /dev/null
+++ b/docs/_static/copybutton.js
@@ -0,0 +1,197 @@
+// Localization support
+const messages = {
+  'en': {
+    'copy': 'Copy',
+    'copy_to_clipboard': 'Copy to clipboard',
+    'copy_success': 'Copied!',
+    'copy_failure': 'Failed to copy',
+  },
+  'es' : {
+    'copy': 'Copiar',
+    'copy_to_clipboard': 'Copiar al portapapeles',
+    'copy_success': '¡Copiado!',
+    'copy_failure': 'Error al copiar',
+  },
+  'de' : {
+    'copy': 'Kopieren',
+    'copy_to_clipboard': 'In die Zwischenablage kopieren',
+    'copy_success': 'Kopiert!',
+    'copy_failure': 'Fehler beim Kopieren',
+  },
+  'fr' : {
+    'copy': 'Copier',
+    'copy_to_clipboard': 'Copié dans le presse-papier',
+    'copy_success': 'Copié !',
+    'copy_failure': 'Échec de la copie',
+  },
+  'ru': {
+    'copy': 'Скопировать',
+    'copy_to_clipboard': 'Скопировать в буфер',
+    'copy_success': 'Скопировано!',
+    'copy_failure': 'Не удалось скопировать',
+  },
+  'zh-CN': {
+    'copy': '复制',
+    'copy_to_clipboard': '复制到剪贴板',
+    'copy_success': '复制成功!',
+    'copy_failure': '复制失败',
+  }
+}
+
+let locale = 'en'
+if( document.documentElement.lang !== undefined
+    && messages[document.documentElement.lang] !== undefined ) {
+  locale = document.documentElement.lang
+}
+
+let doc_url_root = DOCUMENTATION_OPTIONS.URL_ROOT;
+if (doc_url_root == '#') {
+    doc_url_root = '';
+}
+
+const path_static = `${doc_url_root}_static/`;
+
+/**
+ * Set up copy/paste for code blocks
+ */
+
+const runWhenDOMLoaded = cb => {
+  if (document.readyState != 'loading') {
+    cb()
+  } else if (document.addEventListener) {
+    document.addEventListener('DOMContentLoaded', cb)
+  } else {
+    document.attachEvent('onreadystatechange', function() {
+      if (document.readyState == 'complete') cb()
+    })
+  }
+}
+
+const codeCellId = index => `codecell${index}`
+
+// Clears selected text since ClipboardJS will select the text when copying
+const clearSelection = () => {
+  if (window.getSelection) {
+    window.getSelection().removeAllRanges()
+  } else if (document.selection) {
+    document.selection.empty()
+  }
+}
+
+// Changes tooltip text for two seconds, then changes it back
+const temporarilyChangeTooltip = (el, oldText, newText) => {
+  el.setAttribute('data-tooltip', newText)
+  el.classList.add('success')
+  setTimeout(() => el.setAttribute('data-tooltip', oldText), 2000)
+  setTimeout(() => el.classList.remove('success'), 2000)
+}
+
+// Changes the copy button icon for two seconds, then changes it back
+const temporarilyChangeIcon = (el) => {
+  img = el.querySelector("img");
+  img.setAttribute('src', `${path_static}check-solid.svg`)
+  setTimeout(() => img.setAttribute('src', `${path_static}copy-button.svg`), 2000)
+}
+
+const addCopyButtonToCodeCells = () => {
+  // If ClipboardJS hasn't loaded, wait a bit and try again. This
+  // happens because we load ClipboardJS asynchronously.
+  if (window.ClipboardJS === undefined) {
+    setTimeout(addCopyButtonToCodeCells, 250)
+    return
+  }
+
+  // Add copybuttons to all of our code cells
+  const codeCells = document.querySelectorAll('div.highlight pre')
+  codeCells.forEach((codeCell, index) => {
+    const id = codeCellId(index)
+    codeCell.setAttribute('id', id)
+
+    const clipboardButton = id =>
+    `<button class="copybtn o-tooltip--left" data-tooltip="${messages[locale]['copy']}" data-clipboard-target="#${id}">
+      <img src="${path_static}copy-button.svg" alt="${messages[locale]['copy_to_clipboard']}">
+    </button>`
+    codeCell.insertAdjacentHTML('afterend', clipboardButton(id))
+  })
+
+function escapeRegExp(string) {
+    return string.replace(/[.*+?^${}()|[\]\\]/g, '\\$&'); // $& means the whole matched string
+}
+
+// Callback when a copy button is clicked. Will be passed the node that was clicked
+// should then grab the text and replace pieces of text that shouldn't be used in output
+function formatCopyText(textContent, copybuttonPromptText, isRegexp = false, onlyCopyPromptLines = true, removePrompts = true, copyEmptyLines = true, lineContinuationChar = "", hereDocDelim = "") {
+
+    var regexp;
+    var match;
+
+    // Do we check for line continuation characters and "HERE-documents"?
+    var useLineCont = !!lineContinuationChar
+    var useHereDoc = !!hereDocDelim
+
+    // create regexp to capture prompt and remaining line
+    if (isRegexp) {
+        regexp = new RegExp('^(' + copybuttonPromptText + ')(.*)')
+    } else {
+        regexp = new RegExp('^(' + escapeRegExp(copybuttonPromptText) + ')(.*)')
+    }
+
+    const outputLines = [];
+    var promptFound = false;
+    var gotLineCont = false;
+    var gotHereDoc = false;
+    const lineGotPrompt = [];
+    for (const line of textContent.split('\n')) {
+        match = line.match(regexp)
+        if (match || gotLineCont || gotHereDoc) {
+            promptFound = regexp.test(line)
+            lineGotPrompt.push(promptFound)
+            if (removePrompts && promptFound) {
+                outputLines.push(match[2])
+            } else {
+                outputLines.push(line)
+            }
+            gotLineCont = line.endsWith(lineContinuationChar) & useLineCont
+            if (line.includes(hereDocDelim) & useHereDoc)
+                gotHereDoc = !gotHereDoc
+        } else if (!onlyCopyPromptLines) {
+            outputLines.push(line)
+        } else if (copyEmptyLines && line.trim() === '') {
+            outputLines.push(line)
+        }
+    }
+
+    // If no lines with the prompt were found then just use original lines
+    if (lineGotPrompt.some(v => v === true)) {
+        textContent = outputLines.join('\n');
+    }
+
+    // Remove a trailing newline to avoid auto-running when pasting
+    if (textContent.endsWith("\n")) {
+        textContent = textContent.slice(0, -1)
+    }
+    return textContent
+}
+
+
+var copyTargetText = (trigger) => {
+  var target = document.querySelector(trigger.attributes['data-clipboard-target'].value);
+  return formatCopyText(target.innerText, '', false, true, true, true, '', '')
+}
+
+  // Initialize with a callback so we can modify the text before copy
+  const clipboard = new ClipboardJS('.copybtn', {text: copyTargetText})
+
+  // Update UI with error/success messages
+  clipboard.on('success', event => {
+    clearSelection()
+    temporarilyChangeTooltip(event.trigger, messages[locale]['copy'], messages[locale]['copy_success'])
+    temporarilyChangeIcon(event.trigger)
+  })
+
+  clipboard.on('error', event => {
+    temporarilyChangeTooltip(event.trigger, messages[locale]['copy'], messages[locale]['copy_failure'])
+  })
+}
+
+runWhenDOMLoaded(addCopyButtonToCodeCells)
\ No newline at end of file
diff --git a/docs/_static/copybutton_funcs.js b/docs/_static/copybutton_funcs.js
new file mode 100644
index 00000000..b9168c55
--- /dev/null
+++ b/docs/_static/copybutton_funcs.js
@@ -0,0 +1,58 @@
+function escapeRegExp(string) {
+    return string.replace(/[.*+?^${}()|[\]\\]/g, '\\$&'); // $& means the whole matched string
+}
+
+// Callback when a copy button is clicked. Will be passed the node that was clicked
+// should then grab the text and replace pieces of text that shouldn't be used in output
+export function formatCopyText(textContent, copybuttonPromptText, isRegexp = false, onlyCopyPromptLines = true, removePrompts = true, copyEmptyLines = true, lineContinuationChar = "", hereDocDelim = "") {
+
+    var regexp;
+    var match;
+
+    // Do we check for line continuation characters and "HERE-documents"?
+    var useLineCont = !!lineContinuationChar
+    var useHereDoc = !!hereDocDelim
+
+    // create regexp to capture prompt and remaining line
+    if (isRegexp) {
+        regexp = new RegExp('^(' + copybuttonPromptText + ')(.*)')
+    } else {
+        regexp = new RegExp('^(' + escapeRegExp(copybuttonPromptText) + ')(.*)')
+    }
+
+    const outputLines = [];
+    var promptFound = false;
+    var gotLineCont = false;
+    var gotHereDoc = false;
+    const lineGotPrompt = [];
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+      
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+  
+</div>
+</div>
+              
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+                  
+  <!-- Must import jquery before the datatables css and js files. -->
+<script src="https://code.jquery.com/jquery-3.7.1.min.js"></script>
+<link rel="stylesheet" type="text/css" href="https://cdn.datatables.net/2.0.3/css/dataTables.dataTables.css">
+<script type="text/javascript" charset="utf8" src="https://cdn.datatables.net/2.0.3/js/dataTables.js"></script>
+<div style="font-size: 1.5em;"><section id="the-largest-eeg-based-benchmark-for-open-science">
+<h1>The largest EEG-based Benchmark for Open Science<a class="headerlink" href="#the-largest-eeg-based-benchmark-for-open-science" title="Permalink to this heading">#</a></h1>
+<p>We report the results of the benchmark study performed in:
+<a class="reference external" href="https://universite-paris-saclay.hal.science/hal-04537061v1/file/MOABB-arXiv.pdf">The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark</a></p>
+<p>This study conducts an extensive Brain-computer interfaces (BCI) reproducibility analysis on open electroencephalography datasets,
+aiming to assess existing solutions and establish open and reproducible benchmarks for effective comparison within the field. Please note that the results are obtained using <a class="reference external" href="http://moabb.neurotechx.com/docs/generated/moabb.evaluations.WithinSessionEvaluation.html">Within-Session evaluation</a>.
+The results are reported regarding mean accuracy and standard deviation across all folds for all sessions and subjects.</p>
+<p>If you use the same evaluation procedure, you should expect similar results if you use the same pipelines and datasets, with some minor variations due to the randomness of the cross-validation procedure.</p>
+<p><strong>You can copy and use the table in your work</strong>, but please <a class="reference external" href="http://moabb.neurotechx.com/docs/cite.html">**cite the paper**</a> if you do so.</p>
+</section>
+<section id="motor-imagery">
+<h1>Motor Imagery<a class="headerlink" href="#motor-imagery" title="Permalink to this heading">#</a></h1>
+<p>Motor Imagery is a BCI paradigm where the subject imagines performing a movement.
+Each imagery task is associated with a different class, and each task has its difficulty level related to how the brain generates the signal.</p>
+<p>Here, we present three different scenarios for Motor Imagery classification:</p>
+<ol class="arabic simple">
+<li><p><strong>Left vs Right Hand</strong>: We use only the classes Left Hand and Right Hand.</p></li>
+<li><p><strong>Right Hand vs Feet</strong>: We use only Right Hand and Feet classes.</p></li>
+<li><p><strong>All classes</strong>: We use all the classes in the dataset, when there are more than classes that are not Left Hand and Right Hand.</p></li>
+</ol>
+<p>All the results here are for <strong>within-session evaluation</strong>, a 5-fold cross-validation, over the subject’s session.</p>
+</section>
+<section id="motor-imagery-left-vs-right-hand">
+<h1>Motor Imagery - Left vs Right Hand<a class="headerlink" href="#motor-imagery-left-vs-right-hand" title="Permalink to this heading">#</a></h1>
+<p><strong>Left vs Right Hand</strong>: We use only the classes Left Hand and Right Hand.</p>
+  <table id="mileftvsright" class="hover row-border order-column" style="width:100%">
+      <thead>
+      <tr class="row-odd"><th class="head"><p>Pipelines</p></th>
+      <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.BNCI2014_001.html#moabb.datasets.BNCI2014_001" title="moabb.datasets.BNCI2014_001"><code class="xref py py-class docutils literal notranslate"><span class="pre">BNCI2014_001</span></code></a></p></th>
+      <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.BNCI2014_004.html#moabb.datasets.BNCI2014_004" title="moabb.datasets.BNCI2014_004"><code class="xref py py-class docutils literal notranslate"><span class="pre">BNCI2014_004</span></code></a></p></th>
+      <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.Cho2017.html#moabb.datasets.Cho2017" title="moabb.datasets.Cho2017"><code class="xref py py-class docutils literal notranslate"><span class="pre">Cho2017</span></code></a></p></th>
+      <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.GrosseWentrup2009.html#moabb.datasets.GrosseWentrup2009" title="moabb.datasets.GrosseWentrup2009"><code class="xref py py-class docutils literal notranslate"><span class="pre">GrosseWentrup2009</span></code></a></p></th>
+      <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.Lee2019_MI.html#moabb.datasets.Lee2019_MI" title="moabb.datasets.Lee2019_MI"><code class="xref py py-class docutils literal notranslate"><span class="pre">Lee2019_MI</span></code></a></p></th>
+      <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.PhysionetMI.html#moabb.datasets.PhysionetMI" title="moabb.datasets.PhysionetMI"><code class="xref py py-class docutils literal notranslate"><span class="pre">PhysionetMI</span></code></a></p></th>
+      <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.Schirrmeister2017.html#moabb.datasets.Schirrmeister2017" title="moabb.datasets.Schirrmeister2017"><code class="xref py py-class docutils literal notranslate"><span class="pre">Schirrmeister2017</span></code></a></p></th>
+      <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.Shin2017A.html#moabb.datasets.Shin2017A" title="moabb.datasets.Shin2017A"><code class="xref py py-class docutils literal notranslate"><span class="pre">Shin2017A</span></code></a></p></th>
+      <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.Weibo2014.html#moabb.datasets.Weibo2014" title="moabb.datasets.Weibo2014"><code class="xref py py-class docutils literal notranslate"><span class="pre">Weibo2014</span></code></a></p></th>
+      <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.Zhou2016.html#moabb.datasets.Zhou2016" title="moabb.datasets.Zhou2016"><code class="xref py py-class docutils literal notranslate"><span class="pre">Zhou2016</span></code></a></p></th>
+      </tr>
+      </thead>
+  </table>
+  <script type="text/javascript">
+      $(document).ready(function() {
+         $('#mileftvsright').DataTable( {
+            "ajax": 'https://raw.githubusercontent.com/bruAristimunha/moabb/table_results/results/within_session_mi_left_vs_right_hand.json',
+            "order": [[ 1, "desc" ]],
+            "bJQueryUI": true,
+            "scrollX": true,
+            "paging": false,
+            "info": false,
+            "searching": false,
+              layout: {
+                      topStart: {
+                          buttons: ['copyHtml5']
+                      }
+         } );
+      } );
+ </script>
+ <hr></section>
+<section id="motor-imagery-right-hand-vs-feet">
+<h1>Motor Imagery - Right Hand vs Feet<a class="headerlink" href="#motor-imagery-right-hand-vs-feet" title="Permalink to this heading">#</a></h1>
+<p><strong>Right Hand vs Feet</strong>: We use only Right Hand and Feet classes.</p>
+ <table id="mirightvsfeet" class="hover row-border order-column" style="width:100%">
+     <thead>
+     <tr class="row-odd"><th class="head"><p>Pipeline</p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.AlexMI.html#moabb.datasets.AlexMI" title="moabb.datasets.AlexMI"><code class="xref py py-class docutils literal notranslate"><span class="pre">AlexMI</span></code></a></p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.BNCI2014_001.html#moabb.datasets.BNCI2014_001" title="moabb.datasets.BNCI2014_001"><code class="xref py py-class docutils literal notranslate"><span class="pre">BNCI2014_001</span></code></a></p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.BNCI2014_002.html#moabb.datasets.BNCI2014_002" title="moabb.datasets.BNCI2014_002"><code class="xref py py-class docutils literal notranslate"><span class="pre">BNCI2014_002</span></code></a></p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.BNCI2015_001.html#moabb.datasets.BNCI2015_001" title="moabb.datasets.BNCI2015_001"><code class="xref py py-class docutils literal notranslate"><span class="pre">BNCI2015_001</span></code></a></p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.BNCI2015_004.html#moabb.datasets.BNCI2015_004" title="moabb.datasets.BNCI2015_004"><code class="xref py py-class docutils literal notranslate"><span class="pre">BNCI2015_004</span></code></a></p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.PhysionetMI.html#moabb.datasets.PhysionetMI" title="moabb.datasets.PhysionetMI"><code class="xref py py-class docutils literal notranslate"><span class="pre">PhysionetMI</span></code></a></p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.Schirrmeister2017.html#moabb.datasets.Schirrmeister2017" title="moabb.datasets.Schirrmeister2017"><code class="xref py py-class docutils literal notranslate"><span class="pre">Schirrmeister2017</span></code></a></p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.Weibo2014.html#moabb.datasets.Weibo2014" title="moabb.datasets.Weibo2014"><code class="xref py py-class docutils literal notranslate"><span class="pre">Weibo2014</span></code></a></p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.Zhou2016.html#moabb.datasets.Zhou2016" title="moabb.datasets.Zhou2016"><code class="xref py py-class docutils literal notranslate"><span class="pre">Zhou2016</span></code></a></p></th>
+     </tr>
+     </thead>
+ </table>
+
+
+<script type="text/javascript">
+     $(document).ready(function() {
+        $('#mirightvsfeet').DataTable( {
+           "ajax": 'https://raw.githubusercontent.com/bruAristimunha/moabb/table_results/results/within_session_mi_right_hand_vs_feet.json',
+           "order": [[ 1, "desc" ]],
+           "bJQueryUI": true,
+           "scrollX": true,
+           "paging": false,
+           "info": false,
+           "searching": false,
+        } );
+     } );
+</script></section>
+<section id="motor-imagery-all-classes">
+<h1>Motor Imagery - All classes<a class="headerlink" href="#motor-imagery-all-classes" title="Permalink to this heading">#</a></h1>
+<p><strong>All classes</strong>: We use all the classes in the dataset, when there are more than classes that are not Left Hand and Right Hand.</p>
+ <table id="mi-all" class="hover row-border order-column" style="width:100%">
+     <thead>
+     <tr class="row-odd"><th class="head"><p>Pipelines</p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.AlexMI.html#moabb.datasets.AlexMI" title="moabb.datasets.AlexMI"><code class="xref py py-class docutils literal notranslate"><span class="pre">AlexMI</span></code></a></p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.BNCI2014_001.html#moabb.datasets.BNCI2014_001" title="moabb.datasets.BNCI2014_001"><code class="xref py py-class docutils literal notranslate"><span class="pre">BNCI2014_001</span></code></a></p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.PhysionetMI.html#moabb.datasets.PhysionetMI" title="moabb.datasets.PhysionetMI"><code class="xref py py-class docutils literal notranslate"><span class="pre">PhysionetMI</span></code></a></p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.Schirrmeister2017.html#moabb.datasets.Schirrmeister2017" title="moabb.datasets.Schirrmeister2017"><code class="xref py py-class docutils literal notranslate"><span class="pre">Schirrmeister2017</span></code></a></p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.Weibo2014.html#moabb.datasets.Weibo2014" title="moabb.datasets.Weibo2014"><code class="xref py py-class docutils literal notranslate"><span class="pre">Weibo2014</span></code></a></p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.Zhou2016.html#moabb.datasets.Zhou2016" title="moabb.datasets.Zhou2016"><code class="xref py py-class docutils literal notranslate"><span class="pre">Zhou2016</span></code></a></p></th>
+     </tr>
+     </thead>
+ </table>
+ <script type="text/javascript">
+     $(document).ready(function() {
+        $('#mi-all').DataTable( {
+           "ajax": 'https://raw.githubusercontent.com/bruAristimunha/moabb/table_results/results/within_session_mi_all_classes.json',
+           "order": [[ 1, "desc" ]],
+           "bJQueryUI": true,
+           "scrollX": true,
+           "paging": false,
+           "searching": false,
+           "info": false,
+        } );
+     } );
+ </script></section>
+<section id="ssvep-all-classes">
+<h1>SSVEP (All classes)<a class="headerlink" href="#ssvep-all-classes" title="Permalink to this heading">#</a></h1>
+<p>Here, we have the results of the within-session evaluation, a 5-fold cross-validation, over the subject’s session.
+We use all the classes available in the dataset.</p>
+<script src="https://code.jquery.com/jquery-3.7.1.min.js"></script>
+<link href="https://cdn.datatables.net/v/dt/dt-2.0.4/b-3.0.2/b-html5-3.0.2/datatables.min.css" rel="stylesheet">
+<script type="text/javascript" charset="utf8" src="https://cdn.datatables.net/v/dt/dt-2.0.4/b-3.0.2/b-html5-3.0.2/datatables.min.js"></script>
+
+ <table id="ssvep" class="hover row-border order-column" style="width:100%">
+     <thead>
+     <tr class="row-odd"><th class="head"><p>Pipeline</p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.Kalunga2016.html#moabb.datasets.Kalunga2016" title="moabb.datasets.Kalunga2016"><code class="xref py py-class docutils literal notranslate"><span class="pre">Kalunga2016</span></code></a></p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.Lee2019_SSVEP.html#moabb.datasets.Lee2019_SSVEP" title="moabb.datasets.Lee2019_SSVEP"><code class="xref py py-class docutils literal notranslate"><span class="pre">Lee2019_SSVEP</span></code></a></p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.MAMEM1.html#moabb.datasets.MAMEM1" title="moabb.datasets.MAMEM1"><code class="xref py py-class docutils literal notranslate"><span class="pre">MAMEM1</span></code></a></p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.MAMEM2.html#moabb.datasets.MAMEM2" title="moabb.datasets.MAMEM2"><code class="xref py py-class docutils literal notranslate"><span class="pre">MAMEM2</span></code></a></p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.MAMEM3.html#moabb.datasets.MAMEM3" title="moabb.datasets.MAMEM3"><code class="xref py py-class docutils literal notranslate"><span class="pre">MAMEM3</span></code></a></p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.Nakanishi2015.html#moabb.datasets.Nakanishi2015" title="moabb.datasets.Nakanishi2015"><code class="xref py py-class docutils literal notranslate"><span class="pre">Nakanishi2015</span></code></a></p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.Wang2016.html#moabb.datasets.Wang2016" title="moabb.datasets.Wang2016"><code class="xref py py-class docutils literal notranslate"><span class="pre">Wang2016</span></code></a></p></th>
+     </tr>
+     </thead>
+ </table>
+
+
+<script type="text/javascript">
+     $(document).ready(function() {
+        $('#ssvep').DataTable( {
+           "ajax": 'https://raw.githubusercontent.com/bruAristimunha/moabb/table_results/results/within_session_ssvep_all_classes.json',
+           "order": [[ 1, "desc" ]],
+           "bJQueryUI": true,
+           "scrollX": true,
+           "paging": false,
+           "searching": false,
+           "info": false,
+                       "buttons": ["copyHtml5","csvHtml5"],
+        } );
+     } );
+</script></section>
+<section id="p300-erp-all-classes">
+<h1>P300/ERP (All classes)<a class="headerlink" href="#p300-erp-all-classes" title="Permalink to this heading">#</a></h1>
+<p>Here, we have the results of the within-session evaluation, a 5-fold cross-validation, over the subject’s session.
+We use all the classes available in the dataset.</p>
+ <table id="p300" class="hover row-border order-column" style="width:100%">
+     <thead>
+     <tr class="row-odd"><th class="head"><p>Pipelines</p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.BNCI2014_008.html#moabb.datasets.BNCI2014_008" title="moabb.datasets.BNCI2014_008"><code class="xref py py-class docutils literal notranslate"><span class="pre">BNCI2014_008</span></code></a></p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.BNCI2014_009.html#moabb.datasets.BNCI2014_009" title="moabb.datasets.BNCI2014_009"><code class="xref py py-class docutils literal notranslate"><span class="pre">BNCI2014_009</span></code></a></p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.BNCI2015_003.html#moabb.datasets.BNCI2015_003" title="moabb.datasets.BNCI2015_003"><code class="xref py py-class docutils literal notranslate"><span class="pre">BNCI2015_003</span></code></a></p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.BI2012.html#moabb.datasets.BI2012" title="moabb.datasets.BI2012"><code class="xref py py-class docutils literal notranslate"><span class="pre">BI2012</span></code></a></p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.BI2013a.html#moabb.datasets.BI2013a" title="moabb.datasets.BI2013a"><code class="xref py py-class docutils literal notranslate"><span class="pre">BI2013a</span></code></a></p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.BI2014a.html#moabb.datasets.BI2014a" title="moabb.datasets.BI2014a"><code class="xref py py-class docutils literal notranslate"><span class="pre">BI2014a</span></code></a></p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.BI2014b.html#moabb.datasets.BI2014b" title="moabb.datasets.BI2014b"><code class="xref py py-class docutils literal notranslate"><span class="pre">BI2014b</span></code></a></p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.BI2015a.html#moabb.datasets.BI2015a" title="moabb.datasets.BI2015a"><code class="xref py py-class docutils literal notranslate"><span class="pre">BI2015a</span></code></a></p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.BI2015b.html#moabb.datasets.BI2015b" title="moabb.datasets.BI2015b"><code class="xref py py-class docutils literal notranslate"><span class="pre">BI2015b</span></code></a></p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.Cattan2019_VR.html#moabb.datasets.Cattan2019_VR" title="moabb.datasets.Cattan2019_VR"><code class="xref py py-class docutils literal notranslate"><span class="pre">Cattan2019_VR</span></code></a></p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.EPFLP300.html#moabb.datasets.EPFLP300" title="moabb.datasets.EPFLP300"><code class="xref py py-class docutils literal notranslate"><span class="pre">EPFLP300</span></code></a></p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.Huebner2017.html#moabb.datasets.Huebner2017" title="moabb.datasets.Huebner2017"><code class="xref py py-class docutils literal notranslate"><span class="pre">Huebner2017</span></code></a></p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.Huebner2018.html#moabb.datasets.Huebner2018" title="moabb.datasets.Huebner2018"><code class="xref py py-class docutils literal notranslate"><span class="pre">Huebner2018</span></code></a></p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.Lee2019_ERP.html#moabb.datasets.Lee2019_ERP" title="moabb.datasets.Lee2019_ERP"><code class="xref py py-class docutils literal notranslate"><span class="pre">Lee2019_ERP</span></code></a></p></th>
+     <th class="head"><p><a class="reference internal" href="generated/moabb.datasets.Sosulski2019.html#moabb.datasets.Sosulski2019" title="moabb.datasets.Sosulski2019"><code class="xref py py-class docutils literal notranslate"><span class="pre">Sosulski2019</span></code></a></p></th>
+     </tr>
+     </thead>
+ </table>
+
+
+<script type="text/javascript">
+     $(document).ready(function() {
+        $('#p300').DataTable( {
+           "ajax": 'https://raw.githubusercontent.com/bruAristimunha/moabb/table_results/results/within_session_erp_p300_all_classes.json',
+           "order": [[ 1, "desc" ]],
+           "bJQueryUI": true,
+           "scrollX": true,
+           "paging": false,
+           "searching": false,
+           "info": false,
+                       "buttons": ["copyHtml5","csvHtml5"],
+        } );
+     } );
+</script>
+<p></p><div class="toctree-wrapper compound">
+</div>
+</section>
+
+
+                </article>
+              
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