8 docs tagged with "Data Science"

WORK IN PROGRESS

Decision trees are a popular machine learning algorithm used for classification and regression tasks. They are easy to interpret and visualize, making them a popular choice for decision-making tasks.

Histogram is a graphical used to visualize the distribution of a numerical variable. It is a type of bar chart that shows the frequency of each value.

1. We create a probability table for each class.

K-Means Clustering is an unsupervided machine learning model, that belongs to the class of clustering algotithms.

Model validation is the process of evaluating the performance of a machine learning model. It is essential to ensure that the model generalizes well to new, unseen data. There are several techniques for model validation, including:

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