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    Hyperspectral Imaging for the Dynamic Mapping of Total Phenolic and Flavonoid Contents in Microgreens by Pawita Boonrat, Manish Patel, Panuwat Pengphorm, Preeyabhorn Detarun, Chalongrat Daengngam

    Published 2025-04-01
    “…The variation in trait and spectral data among the collected samples was sufficient to develop models predicting the TPC and TFC content. K-nearest neighbours provided the highest predictive accuracy for TPC (<inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><msup><mi>R</mi><mn>2</mn></msup></semantics></math></inline-formula> = 0.95 and 1.6 mg GAE/100 g) and ridge regression performed best for TFC (<inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><msup><mi>R</mi><mn>2</mn></msup></semantics></math></inline-formula> = 0.97 and 6.1 mg QE/100 g). …”
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  17. 55997

    Phyletic profiling with cliques of orthologs is enhanced by signatures of paralogy relationships. by Nives Skunca, Matko Bošnjak, Anita Kriško, Panče Panov, Sašo Džeroski, Tomislav Smuc, Fran Supek

    Published 2013-01-01
    “…Results of antibiotic stress survival assays on E. coli knockout mutants showed high agreement with our model's estimates of accuracy: out of 38 predictions obtained at the reported Precision of 60%, we confirmed 25 predictions, indicating that our confidence estimates can be used to make informed decisions on experimental validation. …”
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