LSTMs, and artificial neural networks (ANNs), enabling the model to capture complex, non-linear relationships in high-dimensional medical data, significantly improving predictive accuracy for BC and CVD diagnosis. By integrating Polynomial-SHAP, we enhance interpretability, ensuring transparency and trust...
Previous research on omni-channel consistency often focuses on two dimensions, content and process consistency [41]. The prior refers to “the consistency of information features across different channels” [29], while the latter represents “the degree of consistency of relevant and comparable process...
Looking at the mean squared error on the training set, we see it decreases with degree up to a point, then levels off around degree 5-6. This represents the optimal tradeoff between bias and variance. The Mathematics of Polynomial Regression Let‘s make things a bit more precise now. For ...