Movie Genre Classification predicts movie genres based on plot summaries. The project preprocesses text using TF-IDF, trains a Logistic Regression model, and handles class …

Jul 5, 2023 · As a final step, I trained a gradient boosting classification model on the combined output predictions of each model which further increased performance by 5% to about 80% …

Oct 17, 2024 · When it comes to movie genres, you can slice and dice the data based on multiple variables. But here’s a simple approach – build a model that can automatically predict genre …

This project explores an ensemble approach to the task of multi-label movie genre classification. The proposed model combines data from movie posters, video trailer previews, text plot …

Movie Genre Classification Using Machine Learning A.V. Siddharth1, Pulipati Rakshitha2, Shaik Mazher3, V. Sumshaya Reddy 4 Mrs. G. Uma Maheshwari5 1,2,3,4students, Department of …

This study uses two supervised learning models (k-NN and SVM) and two deep learning models (CNN and RNN) to classify the genres of movie through movie synopses. Secondly, it tries to …

Apr 10, 2025 · In this article, we classify the synopsis texts of several movies into nine different genre classes, leveraging Natural Language Processing (NLP) with Long Short Term Memory …

It contains movie titles, descriptions, and genres, serving as the foundation for training machine learning models. The primary goal is to predict movie genres based on their descriptions, …

Nov 5, 2023 · In MGRL, we construct a movie graph to extract the structural information between movies. Specifically, the graph is constructed based on the overlap of movies’ directors, …

Dec 1, 2017 · In this paper, we investigate the use of ConvNets for a very particular video analysis problem, movie genre classification, in which the goal is to automatically classify movies …