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Artificial intelligence / Learning / Cross-validation / K-nearest neighbor algorithm / Statistical classification / Training set / Data analysis / Feature selection / Statistics / Machine learning / Model selection


Figure S 1. Comparison of KNN models submitted to MAQC-II project. MCC performance comparison of all KNN models among four teams. All teams generally agree that endpoints E, H, and L are easy and result in high performa
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Document Date: 2010-07-30 10:26:07


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data analysis protocols / data analysis protocol / pre-analysis data preparation protocol / channel chips / removed low-quality chips / /

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Validation / /

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Model / /

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KNN data analysis protocol / sensible KNN pre-analysis data preparation protocol / proposed KNN-based data analysis protocol / data analysis protocols / DNA Chip / removed low-quality chips / Gene Expression / two channel chips / Sensible KNN data analysis protocol / channel chips / /

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