Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 3 of 3 for “"algorithmic modeling"”.
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Machine learning analytics for predictive breeding
… a comparison of prediction accuracies between algorithmic modeling and data modeling approaches were systematically conducted. The results revealed that genomic prediction accuracies could be dramatically improved by both machine learning models and geospatial spatial analyses. Overall, …
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Quantifying the Effects of Correlated Covariates on Variable Importance Estimates from Random Forests
… technology have lead to the development of algorithmic modeling techniques. These methods can be used to analyze data which are difficult to analyze using traditional statistical models. This study examined the effectiveness of variable importance estimates from the random forest algorithm …
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Using Portable X-ray Fluorescence to Predict Physical and Chemical Properties of California Soils
… variable selection improved predictions, while algorithmic modeling produced the best estimates for all properties besides pH. The best models produced for each property gave RMSE values of 0.489 for pH, 10.8 for sand %, 6.06 for clay % (together predicting the correct texture class 74% of the …