data/validity_noise_1_table.html

<!doctype html>
<html lang='en'><head><meta charset='utf-8'><meta name='viewport' content='width=device-width,initial-scale=1'><title>SelectArena: validity at noise 1</title><style>
:root { --fg:#1f2328; --muted:#59636e; --bg:#ffffff; --line:#d1d9e0; --soft:#f6f8fa; --accent:#0072B2; }
@media (prefers-color-scheme: dark) {
  :root { --fg:#e6edf3; --muted:#9198a1; --bg:#0d1117; --line:#3d444d; --soft:#151b23; --accent:#4aa3df; }
}
html, body { margin:0; padding:0; background:var(--bg); color:var(--fg);
  font:14px/1.45 system-ui,-apple-system,"Segoe UI",Roboto,sans-serif; }
.toolbar { display:flex; gap:6px; justify-content:flex-end; align-items:center; padding:4px 2px 8px; }
.toolbar .hint { margin-right:auto; color:var(--muted); font-size:12px; }
.toolbar button { font:inherit; font-size:12px; color:var(--fg); background:var(--soft);
  border:1px solid var(--line); border-radius:6px; padding:3px 10px; cursor:pointer; }
.toolbar button:hover { border-color:var(--accent); }

.wrap { overflow-x:auto; border:1px solid var(--line); border-radius:8px; }
table { border-collapse:collapse; width:100%; font-variant-numeric:tabular-nums; }
th, td { padding:7px 10px; border-bottom:1px solid var(--line); white-space:nowrap; }
th { position:sticky; top:0; background:var(--soft); font-weight:600; text-align:left;
  cursor:pointer; user-select:none; font-size:13px; }
th.num, td.num { text-align:right; }
th .arrow { color:var(--muted); font-weight:400; }
th[aria-sort] { color:var(--accent); }
tbody tr:hover { background:var(--soft); }
tbody tr:last-child td { border-bottom:none; }
td.method { font-weight:600; }
td .sub { color:var(--muted); font-size:12px; font-weight:400; margin-left:6px; }
td.na { color:var(--muted); }
.pill { display:inline-block; padding:0 8px; border:1px solid var(--line); border-radius:999px;
  font-size:12px; color:var(--fg); }
.pill.cat-search { border-color:var(--accent); }
.pill.cat-baseline { color:var(--muted); }
</style></head><body><div class='toolbar'><span class='hint'>Click a column to sort.</span><button onclick="saCsv('selectarena_validity.csv')">CSV</button></div><div class='wrap'><table id='sa-table'><thead><tr><th class=''>Method</th><th class='num' title='Mean over datasets and budgets.'>Validity ↑</th><th class='num'>Budget 1 (smallest)</th><th class='num'>Budget 2</th><th class='num'>Budget 3</th><th class='num'>Budget 4</th><th class='num'>Budget 5 (largest)</th></tr></thead><tbody><tr><td class='method' data-sort='F-Test'>F-Test</td><td class='num' data-sort='0.8463'>0.846</td><td class='num' data-sort='0.9519'>0.952</td><td class='num' data-sort='0.9317'>0.932</td><td class='num' data-sort='0.8786'>0.879</td><td class='num' data-sort='0.7808'>0.781</td><td class='num' data-sort='0.6886'>0.689</td></tr><tr><td class='method' data-sort='GainRatio'>GainRatio</td><td class='num' data-sort='0.8246'>0.825</td><td class='num' data-sort='0.942'>0.942</td><td class='num' data-sort='0.915'>0.915</td><td class='num' data-sort='0.8558'>0.856</td><td class='num' data-sort='0.751'>0.751</td><td class='num' data-sort='0.659'>0.659</td></tr><tr><td class='method' data-sort='LaplacianScore'>LaplacianScore</td><td class='num' data-sort='0.7968'>0.797</td><td class='num' data-sort='0.8474'>0.847</td><td class='num' data-sort='0.8501'>0.850</td><td class='num' data-sort='0.8271'>0.827</td><td class='num' data-sort='0.7582'>0.758</td><td class='num' data-sort='0.7013'>0.701</td></tr><tr><td class='method' data-sort='MI'>MI</td><td class='num' data-sort='0.7853'>0.785</td><td class='num' data-sort='0.898'>0.898</td><td class='num' data-sort='0.863'>0.863</td><td class='num' data-sort='0.8154'>0.815</td><td class='num' data-sort='0.7228'>0.723</td><td class='num' data-sort='0.6271'>0.627</td></tr><tr><td class='method' data-sort='ElasticNet'>ElasticNet</td><td class='num' data-sort='0.7595'>0.759</td><td class='num' data-sort='0.9146'>0.915</td><td class='num' data-sort='0.8734'>0.873</td><td class='num' data-sort='0.7768'>0.777</td><td class='num' data-sort='0.6648'>0.665</td><td class='num' data-sort='0.5679'>0.568</td></tr><tr><td class='method' data-sort='(R)ReliefF'>(R)ReliefF</td><td class='num' data-sort='0.7396'>0.740</td><td class='num' data-sort='0.873'>0.873</td><td class='num' data-sort='0.8077'>0.808</td><td class='num' data-sort='0.7567'>0.757</td><td class='num' data-sort='0.6667'>0.667</td><td class='num' data-sort='0.5939'>0.594</td></tr><tr><td class='method' data-sort='Lasso'>Lasso</td><td class='num' data-sort='0.7303'>0.730</td><td class='num' data-sort='0.8896'>0.890</td><td class='num' data-sort='0.8253'>0.825</td><td class='num' data-sort='0.7304'>0.730</td><td class='num' data-sort='0.6433'>0.643</td><td class='num' data-sort='0.5628'>0.563</td></tr><tr><td class='method' data-sort='RFImportance'>RFImportance</td><td class='num' data-sort='0.6687'>0.669</td><td class='num' data-sort='0.805'>0.805</td><td class='num' data-sort='0.7411'>0.741</td><td class='num' data-sort='0.6905'>0.691</td><td class='num' data-sort='0.5998'>0.600</td><td class='num' data-sort='0.5071'>0.507</td></tr><tr><td class='method' data-sort='mRMR'>mRMR</td><td class='num' data-sort='0.6547'>0.655</td><td class='num' data-sort='0.7793'>0.779</td><td class='num' data-sort='0.7118'>0.712</td><td class='num' data-sort='0.6599'>0.660</td><td class='num' data-sort='0.5926'>0.593</td><td class='num' data-sort='0.5298'>0.530</td></tr><tr><td class='method' data-sort='SFS'>SFS</td><td class='num' data-sort='0.6266'>0.627</td><td class='num' data-sort='0.7497'>0.750</td><td class='num' data-sort='0.6641'>0.664</td><td class='num' data-sort='0.6269'>0.627</td><td class='num' data-sort='0.5675'>0.568</td><td class='num' data-sort='0.5247'>0.525</td></tr><tr><td class='method' data-sort='CART'>CART</td><td class='num' data-sort='0.586'>0.586</td><td class='num' data-sort='0.7307'>0.731</td><td class='num' data-sort='0.6381'>0.638</td><td class='num' data-sort='0.5721'>0.572</td><td class='num' data-sort='0.5074'>0.507</td><td class='num' data-sort='0.4818'>0.482</td></tr><tr><td class='method' data-sort='LOCO'>LOCO</td><td class='num' data-sort='0.5834'>0.583</td><td class='num' data-sort='0.6652'>0.665</td><td class='num' data-sort='0.6133'>0.613</td><td class='num' data-sort='0.5749'>0.575</td><td class='num' data-sort='0.5435'>0.543</td><td class='num' data-sort='0.52'>0.520</td></tr><tr><td class='method' data-sort='SBE'>SBE</td><td class='num' data-sort='0.5605'>0.560</td><td class='num' data-sort='0.6213'>0.621</td><td class='num' data-sort='0.5784'>0.578</td><td class='num' data-sort='0.5556'>0.556</td><td class='num' data-sort='0.5301'>0.530</td><td class='num' data-sort='0.517'>0.517</td></tr><tr><td class='method' data-sort='Random'>Random</td><td class='num' data-sort='0.4998'>0.500</td><td class='num' data-sort='0.4925'>0.492</td><td class='num' data-sort='0.4991'>0.499</td><td class='num' data-sort='0.5133'>0.513</td><td class='num' data-sort='0.4939'>0.494</td><td class='num' data-sort='0.5002'>0.500</td></tr><tr><td class='method' data-sort='MarkovBlanket'>MarkovBlanket</td><td class='num' data-sort='0.463'>0.463</td><td class='num' data-sort='0.4653'>0.465</td><td class='num' data-sort='0.4672'>0.467</td><td class='num' data-sort='0.4469'>0.447</td><td class='num' data-sort='0.4727'>0.473</td><td class='num' data-sort='0.4629'>0.463</td></tr></tbody></table></div><script type='text/plain' id='sa-csv'>method,validity,validity_budget_0,validity_budget_1,validity_budget_2,validity_budget_3,validity_budget_4
F-Test,0.8463,0.9519,0.9317,0.8786,0.7808,0.6886
GainRatio,0.8246,0.942,0.915,0.8558,0.751,0.659
LaplacianScore,0.7968,0.8474,0.8501,0.8271,0.7582,0.7013
MI,0.7853,0.898,0.863,0.8154,0.7228,0.6271
ElasticNet,0.7595,0.9146,0.8734,0.7768,0.6648,0.5679
(R)ReliefF,0.7396,0.873,0.8077,0.7567,0.6667,0.5939
Lasso,0.7303,0.8896,0.8253,0.7304,0.6433,0.5628
RFImportance,0.6687,0.805,0.7411,0.6905,0.5998,0.5071
mRMR,0.6547,0.7793,0.7118,0.6599,0.5926,0.5298
SFS,0.6266,0.7497,0.6641,0.6269,0.5675,0.5247
CART,0.586,0.7307,0.6381,0.5721,0.5074,0.4818
LOCO,0.5834,0.6652,0.6133,0.5749,0.5435,0.52
SBE,0.5605,0.6213,0.5784,0.5556,0.5301,0.517
Random,0.4998,0.4925,0.4991,0.5133,0.4939,0.5002
MarkovBlanket,0.463,0.4653,0.4672,0.4469,0.4727,0.4629
</script><script>
function saDownload(name, blob) {
  var a = document.createElement('a');
  a.href = URL.createObjectURL(blob);
  a.download = name;
  document.body.appendChild(a);
  a.click();
  setTimeout(function () { URL.revokeObjectURL(a.href); a.remove(); }, 500);
}
function saCsv(name) {
  saDownload(name, new Blob([document.getElementById('sa-csv').textContent], {type: 'text/csv'}));
}
// Report the page height to an embedding page (the Space resizes its iframe to it).
(function () {
  function post() {
    try {
      var height = Math.ceil(document.body.getBoundingClientRect().height) + 4;
      if (window.parent !== window) window.parent.postMessage({saFrameHeight: height}, '*');
    } catch (e) {}
  }
  window.addEventListener('load', post);
  window.addEventListener('resize', post);
  if (window.ResizeObserver) new ResizeObserver(post).observe(document.body);
})();

(function () {
  var table = document.getElementById('sa-table');
  var headers = table.querySelectorAll('th');
  headers.forEach(function (th, col) {
    th.addEventListener('click', function () {
      var asc = th.getAttribute('aria-sort') !== 'ascending';
      headers.forEach(function (h) { h.removeAttribute('aria-sort'); });
      th.setAttribute('aria-sort', asc ? 'ascending' : 'descending');
      var numeric = th.classList.contains('num');
      var rows = Array.prototype.slice.call(table.tBodies[0].rows);
      rows.sort(function (a, b) {
        var x = a.cells[col].getAttribute('data-sort'), y = b.cells[col].getAttribute('data-sort');
        if (numeric) {
          x = x === '' ? NaN : parseFloat(x); y = y === '' ? NaN : parseFloat(y);
          if (isNaN(x)) return 1;
          if (isNaN(y)) return -1;
          return asc ? x - y : y - x;
        }
        return asc ? x.localeCompare(y) : y.localeCompare(x);
      });
      rows.forEach(function (r) { table.tBodies[0].appendChild(r); });
    });
  });
})();
</script></body></html>