Posts tagged 'machine-learning'
Examine noise, changing markets, repeated searches, leakage, costs, and selection bias, and define ways to challenge promising financial ML results.
Design a fair comparison of momentum, logistic regression, trees, and forests. Control model selection and distinguish classification from economic performance.
Compare the inputs and outputs of rules, machine learning, deep learning, and LLMs. Define the task, data, and evaluation criteria before selecting a tool.
Distinguish AI's roles in prediction, research, and automation, and plan separate tests of productivity and investment performance while accounting for key risks.
Forge Fate