During Mini-Batch Training of a Neural Network for a Classification

question 26

Multiple Choice

During mini-batch training of a neural network for a classification problem, a Data Scientist notices that training accuracy oscillates. What is the MOST likely cause of this issue?

• A) The class distribution in the dataset is imbalanced.
• B) Dataset shuffling is disabled.
• C) The batch size is too big.
• D) The learning rate is very high.

---

Definitions:

Financial Flexibility

The ability of a firm to adapt its capital structure or operations to cope with financial challenges or to seize investment opportunities.

Objectives of Financial Reporting

The goals intended to be achieved through the disclosure of financial information, including providing insight into a company's financial health for decision-making purposes.

Internal Management

The process and practice of managing the internal operations and resources of an organization.

Security Analysts

Professionals who evaluate and report on the viability, stability, and profitability of businesses, stocks, and securities.