Account
Login
Categories
HTML
CSS
Python
PHP
MySQL
Linux
HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
How do you deal with class imbalance in classification models?
RELATED INTERVIEW QUESTIONS
What is tuning in machine learning, and how do you apply it to hyperparameters?
What is dimensionality reduction, and how does PCA (Principal Component Analysis) help?
Explain data leakage and how to prevent it in machine learning models.
What is the difference between deterministic and stochastic models in analytics?
What are the benefits of using cloud analytics over on-premise solutions?
What is feature selection, and how does it impact the model’s performance?
What is the difference between batch processing and streaming in big data analytics?
What is AdaBoost, and how does it improve the performance of weak learners?
What is data integrity, and how is it maintained in a database?
How do you detect data imbalances in a classification problem and address them?
How do you deal with class imbalance in classification models?
How do you select relevant features from a dataset to improve model accuracy?
How do you use clustering for market segmentation in customer analytics?
What is deep learning and how is it used for image recognition?
What are decision trees, and how are they used in classification tasks?
X