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 4 of 4 for “"Leave-One-Out Cross Validation (LOOCV)"”.
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The Applications of Raman Spectroscopy Assisted Urinalysis: Hematuria and Bladder Cancer Detection
… analysis methods utilized include principal component analysis (PCA), discriminant analysis of principal components (DAPC), analysis of variance (ANOVA), pairwise ANOVA, leave-one-out cross-validation (LOOCV), and partial least squares regression (PLSR). These components of the data pipeline …
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Investigating biomarkers in clinical samples that are predictive of response in multiple myeloma
… characteristic (ROC) curve analyses carried out on all possible combinations of the differentially expressed proteins. Using logistic regression models, the best possible area under the curve (AUC) was 0.96 using ZAG, VDB and SAA in combination. A more stringent Leave-one-out-cross-validation …
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Prediction of Laser Ablation In Brain: Sensitivity, Calibration, and Validation
… analysis, model calibration, and model validation.</p> <p>The sensitivity study is via generalized polynomial chaos (gPC) paired with a transient finite element (FEM) model. Uniform probability distribution functions (PDFs) capture the plausible range of values suggested by the …
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An Environmental and Durability Study of Bonded Structural Patch Repairs with Finite Element and Machine Learning Enabled Predictions
<p>Aircraft and vehicles experience substantial structural and aerodynamic stresses over their operational lifetimes. These stresses can cause damage or structural weakening, especially in aging military and civilian aircraft and vehicles. Depending on the severity of the damage, three options are …