Log Loss
In machine learning, you can solve predictive modeling through classification problems. For each observation in the model, you must predict the class label. The...
Computer programming
Programming is the process of designing and creating a set of instructions that are used to instruct a computer on how to perform a task. This is usually necessary for complex tasks such as running an operating system. Programming can be done through several computer “languages,” some of which as SQL, Java, Python, and C++.
Programming has several advantages to it, namely:
- Computers can run 24/7. Unlike humans, computers never get tired and can continue on the task without a worry of exhaustion or fluctuation in performance.
- Computers remove human error, which can happen when dealing with a large amount of data.
- Computers can complete tasks and calculations in nanoseconds, whereas a human would need an abundance of time.
- Computers are cheap and can complete a task that would take a large number of people to execute manually.
Moreover, within this category, there is a vast range of resources, including definitions, examples, and sample queries.
SMOTE
This article will discuss how SMOTE module helps increase underrepresented numbers in the dataset of a machine learning model. SMOTE is the best method...
