Building a Calibration Set for Genomic Prediction, Characteristics to Be Considered, and Optimization Approaches.
Sign Up to like & getrecommendations! Published in 2022 at "Methods in molecular biology"
DOI: 10.1007/978-1-0716-2205-6_3
Abstract: The efficiency of genomic selection strongly depends on the prediction accuracy of the genetic merit of candidates. Numerous papers have shown that the composition of the calibration set is a key contributor to prediction accuracy.… read more here.
Keywords: calibration; accuracy; building calibration; prediction ... See more keywords
Effect of calibration set size on prediction at local scale of soil carbon by Vis-NIR spectroscopy
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DOI: 10.1016/j.geoderma.2016.11.015
Abstract: Abstract Predicting soil properties through visible and near-infrared (Vis–NIR) spectroscopy by a limited number of calibration samples can reduce the cost and time for physic-chemical analyses. This study was aimed to assess the influence of… read more here.
Keywords: vis nir; calibration set; calibration; spectroscopy ... See more keywords
Near infrared spectroscopy to quantify the temperature reached in burned soils: Importance of calibration set variability
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DOI: 10.1016/j.geoderma.2018.03.038
Abstract: Abstract Near infrared (NIR) spectroscopy is a potential technique for the quantification of the temperature reached (TR) in burned soils. Due to spatial variation, inaccurate predictions can result from calibrating a model with heat-sensitive compounds… read more here.
Keywords: near infrared; set variability; calibration set; calibration ... See more keywords
Impacts of the spatial extent of pollen-climate calibration-set on the absolute values, range and trends of reconstructed Holocene precipitation
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DOI: 10.1016/j.quascirev.2017.10.030
Abstract: Abstract Pollen-based quantitative reconstructions of past climate variables is a standard palaeoclimatic approach. Despite knowing that the spatial extent of the calibration-set affects the reconstruction result, guidance is lacking as to how to determine a… read more here.
Keywords: spatial extent; climate; calibration set; calibration ... See more keywords
Improving Quantitative Accuracy of Ammonia from Open-Path Fourier Transform Infrared Spectroscopy by Incorporating Actual Spectra into Synthetic Calibration Set of Partial Least Squares Regression
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DOI: 10.1016/s1872-2040(20)60036-6
Abstract: Abstract Partial least squares (PLS) regression is often employed for quantification of ammonia (NH3) from open-path Fourier transform infrared (OP/FT-IR) spectra. In this work, PLS models built with both synthetic and actual calibration sets are… read more here.
Keywords: incorporating actual; synthetic calibration; calibration set; calibration ... See more keywords
QSAR Studies Regarding Some Not Yet Synthesized Tacrine Derivatives
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DOI: 10.37358/rc.19.8.7491
Abstract: In QSAR study #1 the analyzed group includes only 127 molecules in the calibration set (molecules having known value of the biochemical activity). There are six molecular fragments identified as favorable for a high value… read more here.
Keywords: set molecules; qsar; calibration set; tacrine derivatives ... See more keywords