adjective not balanced or in equilibrium; lacking balance or symmetry
In finance, an imbalanced portfolio refers to a situation where the distribution of assets is uneven, potentially increasing risk.
In statistics, imbalanced data refers to a situation where the classes in a classification problem are not represented equally, leading to skewed results.
In healthcare, imbalanced nutrition can lead to deficiencies or excesses of certain nutrients, impacting overall health.
In the workplace, an imbalanced workload can lead to burnout and decreased productivity among employees.
In machine learning, imbalanced datasets can lead to biased models that favor the majority class, making it difficult to accurately predict the minority class.
In the context of writing, 'imbalanced' may refer to an uneven distribution of ideas or themes in a piece of writing, leading to a lack of coherence or effectiveness.
Psychologists may use 'imbalanced' to describe a disproportionate focus on negative emotions or thoughts, which can contribute to mental health issues.
An accountant may use 'imbalanced' to refer to financial statements that do not align or have inconsistencies, which can lead to errors in reporting.
Engineers may use 'imbalanced' to describe an uneven distribution of weight or load in a structure, leading to potential safety hazards.
Teachers may use 'imbalanced' to describe a classroom environment where the needs of certain students are not being met, leading to disparities in learning outcomes.
A marketing manager may use 'imbalanced' to refer to a marketing campaign that focuses too heavily on one target audience, neglecting other potential customer segments.
HR managers may use 'imbalanced' to describe an uneven distribution of workload or responsibilities among employees, leading to burnout or dissatisfaction.
Software developers may use 'imbalanced' to refer to an uneven distribution of processing power or resources in a system, leading to performance issues or bottlenecks.
A chef may use 'imbalanced' to describe a dish that has an uneven distribution of flavors or ingredients, resulting in an unsatisfactory culinary experience.
Lawyers may use 'imbalanced' to refer to an unfair distribution of resources or power in a legal case, potentially leading to an unjust outcome.