Dr. James McCaffrey presents a complete end-to-end demonstration of the kernel ridge regression technique to predict a single ...

This project uses historical LendingClub loan data to predict whether a borrower is likely to default on a loan. It applies logistic regression, one of the simplest and most interpretable classific ...

Classification: logistic regression, naive Bayes. Neural networks: feedforward networks, convolutional neural networks (CNN), recurrent neural networks (RNN), long short-term memory (LSTM).

Multifactorial logistic regression analysis demonstrated that LEDD, PDQ-39, Cr, Cys C and ALPS index were significantly associated with the occurrence of PD-MCI (p < 0.05).

Logistic regression analysis was performed to select predictors, and the nomogram was established based on selected viables visually. Then, the receive operating characteristic (ROC) curve, the ...