Yahoo Web Search

Search results

1. Dictionary

   Im·bal·ance

   /imˈbaləns/

   

   noun

   • 1. lack of proportion or relation between corresponding things: "tension is generated by the imbalance of power"

   Scrabble Points: 15

   • I

     1

   • M

     3

   • B

     3

   • A

     1

   • L

     1

   • A

     1

   • N

     1

   • C

     3

   • E

     1

   Powered by Oxford Languages

   More Definitions, Word Origin & ScrabbleShow less

2. www.psychologytoday.com › intl › blogFive Ways to Live a Balanced Life | Psychology Today

   www.psychologytoday.com › intl › blog

   • Cached

   May 13, 2024 · Balance means addressing health, self, life, relationships, and even finding balance in the imbalance. To achieve balance requires determination, intention, and...

3. machinelearningmastery.com › tips-handlingTips for Handling Imbalanced Data in Machine Learning

   machinelearningmastery.com › tips-handling

   • Cached

   May 24, 2024 · This article will define imbalanced data, resampling strategies as solution, appropriate evaluation metrics, kinds of algorithmic approaches, and the utility of synthetic data and data augmentation to address this imbalance.

4. www.linkedin.com › advice › 1Balancing Work-Life with Emotional Intelligence - LinkedIn

   www.linkedin.com › advice › 1

   6 days ago · 1 Prioritize Self-Awareness. Self-awareness is a cornerstone of EI and essential for addressing work-life imbalance. By understanding your emotions, you can identify what aspects of your work are ...

5. People also ask

   What is imbalanced learning?

   • Consequently, the objective of imbalanced learning is to develop intelligent systems capable of effectively addressing this bias, thereby enabling learning algorithms to handle imbalanced data more effectively. A binary imbalanced dataset.

   A survey on imbalanced learning: latest research, applications and

   link.springer.com/article/10.1007/s10462-024-10759-6

   See all results for this question

   What is imbalanced data?

   • Imbalanced data refers to a scenario where the number of instances in one class is significantly higher than in others. This imbalance is, by nature, prevalent in various domains such as fraud detection, where fraudulent transactions are rare compared to legitimate ones, and rare disease prediction, where positive cases are few.

   Tips for Handling Imbalanced Data in Machine Learning

   machinelearningmastery.com/tips-handling-imbalanced-data-machine-learning/

   See all results for this question

   What happens if chemistry is imbalanced?

   • When chemistry is imbalanced, the neural circuitry is disrupted, further reducing intercell communication. Brain structure is also altered by major depression. Some structures become smaller or underactive. Others become more active. Some parts of the brain that contribute to and/or are affected by MDD include:

   Is Depression a Chemical Imbalance? | HealthyPlace

   www.healthyplace.com/depression/causes/is-depression-a-chemical-imbalance

   See all results for this question

   What is inter-label imbalance?

   • Intra-label imbalance refers to fewer positive samples in individual labels, inter-label imbalance involves differences in the number of positive classes in independent labels, and label set imbalance is affected by label sparsity, which leads to more frequent occurrence of certain label sets.

   A survey on imbalanced learning: latest research, applications and

   link.springer.com/article/10.1007/s10462-024-10759-6

   See all results for this question

6. link.springer.com › article › 10A survey on imbalanced learning: latest research ... - Springer

   link.springer.com › article › 10

   • Cached

   May 9, 2024 · 1 Introduction. In the field of machine learning, it is commonly assumed that the number of samples in each class under study is roughly equal. However, in real-life scenarios, due to practical applications in enterprises or industries, the generated data often exhibits imbalanced distribution.

7. www.healthyplace.com › depression › causesIs Depression a Chemical Imbalance? | HealthyPlace

   www.healthyplace.com › depression › causes

   • Cached

   5 days ago · The chemical activity in the brain. Too many factors are at work in depression to state with certainty that MDD is a chemical imbalance. However, the role that brain chemistry plays in depression is significant. Depression is Partially a Chemical Imbalance. Depression is biological and largely brain-based.

8. www.nature.com › articles › s41598/024/61365-zClassification performance assessment for imbalanced ...

   www.nature.com › articles › s41598/024/61365-z

   May 10, 2024 · In this study, we introduce the Imbalanced Multiclass Classification Performance (IMCP) curve, specifically designed for multiclass datasets (unlike the ROC curve), and characterized by its ...

9. en.wikipedia.org › wiki › MalnutritionMalnutrition - Wikipedia

   en.wikipedia.org › wiki › Malnutrition

   • Cached

   5 days ago · Malnutrition occurs when an organism gets too few or too many nutrients, resulting in health problems. Specifically, it is "a deficiency, excess, or imbalance of energy, protein and other nutrients" which adversely affects the body's tissues and form. Malnutrition is not receiving the correct amount of nutrition.