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| <title>KG Matched Cluster Comparison — GNN vs GNN-beta</title> |
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| <h1>KG Matched Cluster Comparison — GNN vs GNN-beta (k=10, subset 085)</h1> |
| <p> |
| Each row is an optimally matched cluster pair (Hungarian algorithm on the 10×10 overlap matrix).<br> |
| <b>Δ columns</b>: B − A |
| <span style="color:#2ecc71">■ green = B > A</span> |
| <span style="color:#e74c3c">■ red = B < A</span><br> |
| Row shading: <span style="background:#0f2a1a;padding:1px 6px">high overlap ≥40%</span> |
| <span style="background:#2a0f0f;padding:1px 6px">low overlap <5%</span> |
| </p> |
| <p><a href="index.html">← Back to full summary</a></p> |
|
|
| <h2>Graph Structure</h2> |
| <table><thead><tr><th>GNN Cluster</th><th>GNN-beta Cluster</th><th>Overlap</th><th>Overlap %</th><th>Size A</th><th>Size B</th><th>Nodes A</th><th>Nodes B</th><th>Δ Nodes</th><th>Edges A</th><th>Edges B</th><th>Density A</th><th>Density B</th><th>Deg A</th><th>Deg B</th><th>Δ Deg</th><th>Clust A</th><th>Clust B</th></tr></thead><tbody><tr><td><a href="vis_A0.html" style="color:#3498db">A0</a></td><td><a href="vis_B2.html" style="color:#9b59b6">B2</a></td><td>132</td><td>26.100</td><td>464</td><td>506</td><td>464.0</td><td>506.0</td><td style="color:#2ecc71;font-weight:bold">42.0</td><td>326,401.0</td><td>397,151.0</td><td>0.9993</td><td>0.9999</td><td>462.7</td><td>504.9</td><td style="color:#2ecc71;font-weight:bold">42.3</td><td>0.9993</td><td>0.9999</td></tr> |
| <tr><td><a href="vis_A1.html" style="color:#3498db">A1</a></td><td><a href="vis_B1.html" style="color:#9b59b6">B1</a></td><td>215</td><td>31.900</td><td>499</td><td>673</td><td>499.0</td><td>673.0</td><td style="color:#2ecc71;font-weight:bold">174.0</td><td>315,766.0</td><td>612,717.0</td><td>0.9961</td><td>0.9996</td><td>496.1</td><td>671.7</td><td style="color:#2ecc71;font-weight:bold">175.7</td><td>0.9968</td><td>0.9996</td></tr> |
| <tr><td><a href="vis_A2.html" style="color:#3498db">A2</a></td><td><a href="vis_B4.html" style="color:#9b59b6">B4</a></td><td>130</td><td>31.700</td><td>410</td><td>172</td><td>410.0</td><td>172.0</td><td style="color:#e74c3c;font-weight:bold">-238.0</td><td>102,281.0</td><td>17,116.0</td><td>0.8272</td><td>0.8335</td><td>338.3</td><td>142.5</td><td style="color:#e74c3c;font-weight:bold">-195.8</td><td>0.9084</td><td>0.9401</td></tr> |
| <tr><td><a href="vis_A3.html" style="color:#3498db">A3</a></td><td><a href="vis_B6.html" style="color:#9b59b6">B6</a></td><td>208</td><td>25.300</td><td>423</td><td>822</td><td>423.0</td><td>822.0</td><td style="color:#2ecc71;font-weight:bold">399.0</td><td>274,830.0</td><td>1,029,194.0</td><td>0.9994</td><td>0.9998</td><td>421.8</td><td>820.9</td><td style="color:#2ecc71;font-weight:bold">399.1</td><td>0.9995</td><td>0.9998</td></tr> |
| <tr style="background:#2a0f0f"><td><a href="vis_A4.html" style="color:#3498db">A4</a></td><td><a href="vis_B8.html" style="color:#9b59b6">B8</a></td><td>0</td><td>0.000</td><td>344</td><td>33</td><td>344.0</td><td>33.0</td><td style="color:#e74c3c;font-weight:bold">-311.0</td><td>166,495.0</td><td>560.0</td><td>0.9997</td><td>0.7292</td><td>342.9</td><td>23.3</td><td style="color:#e74c3c;font-weight:bold">-319.6</td><td>0.9997</td><td>0.8700</td></tr> |
| <tr><td><a href="vis_A5.html" style="color:#3498db">A5</a></td><td><a href="vis_B0.html" style="color:#9b59b6">B0</a></td><td>52</td><td>11.900</td><td>407</td><td>437</td><td>407.0</td><td>437.0</td><td style="color:#2ecc71;font-weight:bold">30.0</td><td>209,609.0</td><td>160,779.0</td><td>0.9880</td><td>0.9611</td><td>401.1</td><td>419.1</td><td style="color:#2ecc71;font-weight:bold">17.9</td><td>0.9895</td><td>0.9693</td></tr> |
| <tr><td><a href="vis_A6.html" style="color:#3498db">A6</a></td><td><a href="vis_B3.html" style="color:#9b59b6">B3</a></td><td>90</td><td>18.100</td><td>498</td><td>494</td><td>498.0</td><td>494.0</td><td style="color:#e74c3c;font-weight:bold">-4.0</td><td>308,389.0</td><td>341,900.0</td><td>0.9960</td><td>0.9989</td><td>495.0</td><td>492.5</td><td style="color:#e74c3c;font-weight:bold">-2.6</td><td>0.9965</td><td>0.9990</td></tr> |
| <tr style="background:#0f2a1a"><td><a href="vis_A7.html" style="color:#3498db">A7</a></td><td><a href="vis_B7.html" style="color:#9b59b6">B7</a></td><td>215</td><td>45.400</td><td>474</td><td>421</td><td>474.0</td><td>421.0</td><td style="color:#e74c3c;font-weight:bold">-53.0</td><td>219,614.0</td><td>189,549.0</td><td>0.9729</td><td>0.9996</td><td>460.2</td><td>419.8</td><td style="color:#e74c3c;font-weight:bold">-40.3</td><td>0.9796</td><td>0.9996</td></tr> |
| <tr style="background:#0f2a1a"><td><a href="vis_A8.html" style="color:#3498db">A8</a></td><td><a href="vis_B5.html" style="color:#9b59b6">B5</a></td><td>178</td><td>61.600</td><td>261</td><td>289</td><td>261.0</td><td>289.0</td><td style="color:#2ecc71;font-weight:bold">28.0</td><td>78,685.0</td><td>80,411.0</td><td>0.9826</td><td>0.9900</td><td>255.5</td><td>285.1</td><td style="color:#2ecc71;font-weight:bold">29.6</td><td>0.9903</td><td>0.9922</td></tr> |
| <tr><td><a href="vis_A9.html" style="color:#3498db">A9</a></td><td><a href="vis_B9.html" style="color:#9b59b6">B9</a></td><td>99</td><td>19.100</td><td>518</td><td>451</td><td>518.0</td><td>451.0</td><td style="color:#e74c3c;font-weight:bold">-67.0</td><td>410,390.0</td><td>271,046.0</td><td>0.9990</td><td>0.9993</td><td>516.5</td><td>449.7</td><td style="color:#e74c3c;font-weight:bold">-66.8</td><td>0.9990</td><td>0.9993</td></tr> |
| </tbody></table> |
|
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| <h2>Knowledge Coverage (fraction of nodes with ≥1 edge of each type)</h2> |
| <table><thead><tr><th>GNN</th><th>GNN-beta</th><th>Overlap %</th><th>gene_ove A</th><th>pubmed_c A</th><th>shared_m A</th><th>shared_p A</th><th>shared_d A</th><th>shared_g A</th><th>gene_ove B</th><th>pubmed_c B</th><th>shared_m B</th><th>shared_p B</th><th>shared_d B</th><th>shared_g B</th><th>Δ gene_ove</th><th>Δ pubmed_c</th><th>Δ shared_m</th><th>Δ shared_p</th><th>Δ shared_d</th><th>Δ shared_g</th></tr></thead><tbody><tr><td><a href="vis_A0.html" style="color:#3498db">A0</a></td><td><a href="vis_B2.html" style="color:#9b59b6">B2</a></td><td>26.100</td><td>0.875</td><td>0.756</td><td>0.791</td><td>1.000</td><td>0.922</td><td>0.944</td><td>0.883</td><td>0.739</td><td>0.757</td><td>1.000</td><td>0.957</td><td>0.955</td><td style="color:#2ecc71;font-weight:bold">0.008</td><td style="color:#e74c3c;font-weight:bold">-0.017</td><td style="color:#e74c3c;font-weight:bold">-0.034</td><td style="color:#888">0.000</td><td style="color:#2ecc71;font-weight:bold">0.034</td><td style="color:#2ecc71;font-weight:bold">0.011</td></tr> |
| <tr><td><a href="vis_A1.html" style="color:#3498db">A1</a></td><td><a href="vis_B1.html" style="color:#9b59b6">B1</a></td><td>31.900</td><td>0.914</td><td>0.790</td><td>0.794</td><td>1.000</td><td>0.804</td><td>0.868</td><td>0.841</td><td>0.756</td><td>0.768</td><td>1.000</td><td>0.865</td><td>0.918</td><td style="color:#e74c3c;font-weight:bold">-0.073</td><td style="color:#e74c3c;font-weight:bold">-0.033</td><td style="color:#e74c3c;font-weight:bold">-0.025</td><td style="color:#888">0.000</td><td style="color:#2ecc71;font-weight:bold">0.061</td><td style="color:#2ecc71;font-weight:bold">0.051</td></tr> |
| <tr><td><a href="vis_A2.html" style="color:#3498db">A2</a></td><td><a href="vis_B4.html" style="color:#9b59b6">B4</a></td><td>31.700</td><td>0.954</td><td>0.568</td><td>0.671</td><td>0.883</td><td>0.424</td><td>0.544</td><td>0.849</td><td>0.349</td><td>0.576</td><td>0.878</td><td>0.442</td><td>0.401</td><td style="color:#e74c3c;font-weight:bold">-0.105</td><td style="color:#e74c3c;font-weight:bold">-0.219</td><td style="color:#e74c3c;font-weight:bold">-0.095</td><td style="color:#e74c3c;font-weight:bold">-0.005</td><td style="color:#2ecc71;font-weight:bold">0.017</td><td style="color:#e74c3c;font-weight:bold">-0.143</td></tr> |
| <tr><td><a href="vis_A3.html" style="color:#3498db">A3</a></td><td><a href="vis_B6.html" style="color:#9b59b6">B6</a></td><td>25.300</td><td>0.865</td><td>0.695</td><td>0.716</td><td>0.998</td><td>0.936</td><td>0.962</td><td>0.856</td><td>0.762</td><td>0.738</td><td>1.000</td><td>0.943</td><td>0.955</td><td style="color:#e74c3c;font-weight:bold">-0.009</td><td style="color:#2ecc71;font-weight:bold">0.067</td><td style="color:#2ecc71;font-weight:bold">0.022</td><td style="color:#2ecc71;font-weight:bold">0.002</td><td style="color:#2ecc71;font-weight:bold">0.007</td><td style="color:#e74c3c;font-weight:bold">-0.007</td></tr> |
| <tr style="background:#2a0f0f"><td><a href="vis_A4.html" style="color:#3498db">A4</a></td><td><a href="vis_B8.html" style="color:#9b59b6">B8</a></td><td>0.000</td><td>0.875</td><td>0.744</td><td>0.750</td><td>1.000</td><td>0.907</td><td>0.927</td><td>0.939</td><td>0.061</td><td>0.606</td><td>0.364</td><td>0.303</td><td>0.212</td><td style="color:#2ecc71;font-weight:bold">0.064</td><td style="color:#e74c3c;font-weight:bold">-0.684</td><td style="color:#e74c3c;font-weight:bold">-0.144</td><td style="color:#e74c3c;font-weight:bold">-0.636</td><td style="color:#e74c3c;font-weight:bold">-0.604</td><td style="color:#e74c3c;font-weight:bold">-0.715</td></tr> |
| <tr><td><a href="vis_A5.html" style="color:#3498db">A5</a></td><td><a href="vis_B0.html" style="color:#9b59b6">B0</a></td><td>11.900</td><td>0.912</td><td>0.708</td><td>0.752</td><td>1.000</td><td>0.830</td><td>0.848</td><td>0.911</td><td>0.787</td><td>0.796</td><td>0.986</td><td>0.558</td><td>0.670</td><td style="color:#e74c3c;font-weight:bold">-0.001</td><td style="color:#2ecc71;font-weight:bold">0.080</td><td style="color:#2ecc71;font-weight:bold">0.044</td><td style="color:#e74c3c;font-weight:bold">-0.014</td><td style="color:#e74c3c;font-weight:bold">-0.272</td><td style="color:#e74c3c;font-weight:bold">-0.177</td></tr> |
| <tr><td><a href="vis_A6.html" style="color:#3498db">A6</a></td><td><a href="vis_B3.html" style="color:#9b59b6">B3</a></td><td>18.100</td><td>0.900</td><td>0.729</td><td>0.719</td><td>0.998</td><td>0.857</td><td>0.890</td><td>1.000</td><td>0.765</td><td>0.737</td><td>0.998</td><td>0.897</td><td>0.903</td><td style="color:#2ecc71;font-weight:bold">0.100</td><td style="color:#2ecc71;font-weight:bold">0.036</td><td style="color:#2ecc71;font-weight:bold">0.018</td><td style="color:#e74c3c;font-weight:bold">-0.000</td><td style="color:#2ecc71;font-weight:bold">0.039</td><td style="color:#2ecc71;font-weight:bold">0.013</td></tr> |
| <tr style="background:#0f2a1a"><td><a href="vis_A7.html" style="color:#3498db">A7</a></td><td><a href="vis_B7.html" style="color:#9b59b6">B7</a></td><td>45.400</td><td>0.909</td><td>0.770</td><td>0.764</td><td>0.996</td><td>0.671</td><td>0.793</td><td>0.817</td><td>0.720</td><td>0.765</td><td>1.000</td><td>0.686</td><td>0.812</td><td style="color:#e74c3c;font-weight:bold">-0.092</td><td style="color:#e74c3c;font-weight:bold">-0.050</td><td style="color:#2ecc71;font-weight:bold">0.001</td><td style="color:#2ecc71;font-weight:bold">0.004</td><td style="color:#2ecc71;font-weight:bold">0.016</td><td style="color:#2ecc71;font-weight:bold">0.019</td></tr> |
| <tr style="background:#0f2a1a"><td><a href="vis_A8.html" style="color:#3498db">A8</a></td><td><a href="vis_B5.html" style="color:#9b59b6">B5</a></td><td>61.600</td><td>0.985</td><td>0.552</td><td>0.762</td><td>1.000</td><td>0.931</td><td>0.253</td><td>0.166</td><td>0.457</td><td>0.751</td><td>0.990</td><td>0.799</td><td>0.280</td><td style="color:#e74c3c;font-weight:bold">-0.819</td><td style="color:#e74c3c;font-weight:bold">-0.095</td><td style="color:#e74c3c;font-weight:bold">-0.012</td><td style="color:#e74c3c;font-weight:bold">-0.010</td><td style="color:#e74c3c;font-weight:bold">-0.132</td><td style="color:#2ecc71;font-weight:bold">0.027</td></tr> |
| <tr><td><a href="vis_A9.html" style="color:#3498db">A9</a></td><td><a href="vis_B9.html" style="color:#9b59b6">B9</a></td><td>19.100</td><td>0.900</td><td>0.751</td><td>0.763</td><td>1.000</td><td>0.940</td><td>0.983</td><td>0.874</td><td>0.761</td><td>0.761</td><td>1.000</td><td>0.874</td><td>0.936</td><td style="color:#e74c3c;font-weight:bold">-0.026</td><td style="color:#2ecc71;font-weight:bold">0.010</td><td style="color:#e74c3c;font-weight:bold">-0.002</td><td style="color:#888">0.000</td><td style="color:#e74c3c;font-weight:bold">-0.067</td><td style="color:#e74c3c;font-weight:bold">-0.047</td></tr> |
| </tbody></table> |
|
|
| <p style="margin-top:20px;color:#555;font-size:11px"> |
| Generated by KnowledgeGraph/kg_matched_comparison.py |
| </p> |
| </body> |
| </html> |
