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MarniTorkel committed Nov 6, 2024
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2 changes: 1 addition & 1 deletion .nojekyll
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4 changes: 2 additions & 2 deletions results/index.html

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7 changes: 7 additions & 0 deletions search.json
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"text": "Evaluation\nTask\nSubTask\nTransformation\nMetric\nRange\n\n\n\n\nData properties\nSpot-level\nFraction zero\nNo\nKernel Density\n[0, infinity) then map to [0, 1]\n\n\n\n\nLibrary size\nNo\n\n\n\n\n\n\nTMM\nNo\n\n\n\n\n\n\nEffective library size\nNo\n\n\n\n\n\n\nScaled variance\nYes, z-score standardization\n\n\n\n\n\n\nScaled mean\nYes, z-score standardization\n\n\n\n\n\n\nLibrary size vs Fraction zero\nNo\n\n\n\n\n\n\nSample Pearson correlation\nNo\n\n\n\n\n\nGene-level\nFraction zero gene\nNo\n\n\n\n\n\n\nScaled variance\n\nYes, z-score standardization\n\n\n\n\n\nScaled mean\nYes, z-score standardization\n\n\n\n\n\n\nMean vs variance\nNo\n\n\n\n\n\n\nMean vs variance (scale)\n\nYes, log-normal transformation\n\n\n\n\n\nMean vs fraction zero\nNo\n\n\n\n\n\n\nGene Pearson correlation\nNo\n\n\n\n\n\nSpatial-level\nTransition Matrix (TM)\nNo\n\n\n\n\n\n\nNeighborhood enrichment matrix (NEM)\nNo\n\n\n\n\n\n\nCentralized score matrix (CSM)\nNo\n\n\n\n\n\n\nCell type interaction\nNo\n\n\n\n\n\n\nMoran’s I\nNo\n\n\n\n\n\n\nL statistics\nNo\n\n\n\n\n\n\nNearest neighbor correlation\nNo\n\n\n\n\nSpatial downstream analysis\nSpatial clustering\n\nNo\nAdjusted rand index (ARI)\n[-1, 1]\n\n\n\n\n\nNo\nNormalized mutual information (NMI)\n[0, 1]\n\n\n\nCell type deconvolution\n\nNo\nRoot mean square deviation (RMSE)\n[0, infinity)\n\n\n\n\n\nNo\nJensen-Shannon divergence (JSD)\n[0, 1]\n\n\n\nSpatially variable genes (SVG) identification\n\nNo\nPrecision\n[0, 1]\n\n\n\n\n\nNo\nRecall\n[0, 1]\n\n\n\nSpatial cross-correlation\n\nNo\nCosine similarity\n[-1, 1]\n\n\n\n\n\nNo\nMental statistics\n[-1, 1]\n\n\nScalability\n200 x 200\n\nNo\ntime\n[0, infinity)\n\n\n\n3k x 500\n\nNo\nmemory\n[0, infinity)\n\n\n\n5k x 1k"
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"text": "Evaluation\nTask\nSubTask\nTransformation\nMetric\nRange\n\n\n\n\nData properties\nSpot-level\nFraction zero\nNo\nKernel Density\n[0, infinity) then map to [0, 1]\n\n\n\n\nLibrary size\nNo\n\n\n\n\n\n\nTMM\nNo\n\n\n\n\n\n\nEffective library size\nNo\n\n\n\n\n\n\nScaled variance\nYes, z-score standardization\n\n\n\n\n\n\nScaled mean\nYes, z-score standardization\n\n\n\n\n\n\nLibrary size vs Fraction zero\nNo\n\n\n\n\n\n\nSample Pearson correlation\nNo\n\n\n\n\n\nGene-level\nFraction zero gene\nNo\n\n\n\n\n\n\nScaled variance\n\nYes, z-score standardization\n\n\n\n\n\nScaled mean\nYes, z-score standardization\n\n\n\n\n\n\nMean vs variance\nNo\n\n\n\n\n\n\nMean vs variance (scale)\n\nYes, log-normal transformation\n\n\n\n\n\nMean vs fraction zero\nNo\n\n\n\n\n\n\nGene Pearson correlation\nNo\n\n\n\n\n\nSpatial-level\nTransition Matrix (TM)\nNo\n\n\n\n\n\n\nNeighborhood enrichment matrix (NEM)\nNo\n\n\n\n\n\n\nCentralized score matrix (CSM)\nNo\n\n\n\n\n\n\nCell type interaction\nNo\n\n\n\n\n\n\nMoran’s I\nNo\n\n\n\n\n\n\nL statistics\nNo\n\n\n\n\n\n\nNearest neighbor correlation\nNo\n\n\n\n\nSpatial downstream analysis\nSpatial clustering\n\nNo\nAdjusted rand index (ARI)\n[-1, 1]\n\n\n\n\n\nNo\nNormalized mutual information (NMI)\n[0, 1]\n\n\n\nCell type deconvolution\n\nNo\nRoot mean square deviation (RMSE)\n[0, infinity)\n\n\n\n\n\nNo\nJensen-Shannon divergence (JSD)\n[0, 1]\n\n\n\nSpatially variable genes (SVG) identification\n\nNo\nPrecision\n[0, 1]\n\n\n\n\n\nNo\nRecall\n[0, 1]\n\n\n\nSpatial cross-correlation\n\nNo\nCosine similarity\n[-1, 1]\n\n\n\n\n\nNo\nMental statistics\n[-1, 1]\n\n\nScalability\n200 x 200\n\nNo\ntime\n[0, infinity)\n\n\n\n3k x 500\n\nNo\nmemory\n[0, infinity)\n\n\n\n5k x 1k"
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2 changes: 1 addition & 1 deletion sitemap.xml
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3 changes: 3 additions & 0 deletions supplementary/index.html
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<h2 class="anchored" data-anchor-id="details-of-the-three-evaluations-categories-with-metric-and-range-in-this-study">Details of the three evaluations categories with metric and range in this study</h2>
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