This is a Text Classifier that uses a XGBoost Classifier through xgboost. The classifier starts by using a gradient boosted version of decision tree classifier to use for predictions. The data ...

Performed text cleaning for removing the punctuation signs, stopwords and performed lemmatization on the words to convert them to thier root form. Tranformed the given text to feature vector using ...

The discipline of astronomy has experienced a substantial metamorphosis due to the advent of contemporary telescopes, which facilitate the accumulation of extensive spectral information. The ...

The contribution of each feature to the XGBoost classifier is measured according to the intrinsic criterion of the XGBoost model, F-score (Chen and Guestrin, 2016) . The DID shows no significant ...

In the world of machine learning, data classification is a pivotal task that involves organizing and categorizing information into distinct groups.Choosing the right algorithm for classification is ...