Stocks: Real-time U.S. stock quotes reflect trades reported through Nasdaq only; comprehensive quotes and volume reflect trading in all markets and are delayed at least 15 minutes. International ...

Implement over-sampling for imbalanced data to improve the quality of predictive modeling (i.e., generalizability). Apply regularization and cross-validation techniques for model evaluation, selection ...

We provide a comparative analysis between the solution of adversarial training in linear regression and other regularization methods. Our main findings are that: (A) Adversarial training yields the ...