Importing Dependencies: To kickstart our sales prediction journey, we first need to import the necessary Python libraries...
XGBoost
In Figure 10.0 I use several evaluation metrics including Precission, Recall, F1-Score, AUC for each class, accuracy...
Algorithm to improve the speed and performance Photo by Alex Chumak on Unsplash What is machine learning?...
XGBoost, short for Extreme Gradient Boosting, is an extremely popular open-source machine learning library known for its...
Photo by Simon Wilkes on Unsplash In a previous article: you have learned about rewriting decision trees...
Now let’s visualize some of our numerical features, and their relationship to the booking_status variable so that...
This article will cover the basics of Decision Trees and XGBoost, and demonstrate how to implement the...
In the digital age, data has emerged as a critical currency, driving growth and innovation across a...
# import packagefrom sklearn import datasetsfrom sklearn import metricsfrom sklearn.model_selection import train_test_splitimport matplotlib.pyplot as pltimport seaborn as...
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