Comprehensive Understanding of N-Gram Language Models

Comprehensive Understanding of N-Gram Language Models

Reprinted from the public account 【AI Meets Machine Learning】 1. Introduction to Language Models What is a language model? Simply put, a language model is a model used to calculate the probability of a sentence, which is to judge the probability of whether a sentence is reasonable. Speaking of its applications, how to enable computers … Read more

SPSS Operation: Log-Linear Model Tutorial

SPSS Operation: Log-Linear Model Tutorial

Click the blue text above to easily follow us. This issue of “Research Fuel Station” will discuss the operation of the log-linear model using SPSS software. When analyzing whether there is a correlation between two categorical variables (such as gender and blood type), one might think of using the chi-square test. However, when studying the … Read more

Understanding Ten Models: Lasso, Bayesian, KNN, Logistic, Decision Trees, Random Forests, SVM, Neural Networks, XGBoost, LightGBM

Understanding Ten Models: Lasso, Bayesian, KNN, Logistic, Decision Trees, Random Forests, SVM, Neural Networks, XGBoost, LightGBM

Machine Learning Machine learning is an important branch of artificial intelligence, playing an increasingly significant role in areas such as data analysis, image recognition, and natural language processing in recent years. The basic concept of machine learning revolves around how to enable computers to learn and predict using data. R, as a powerful tool for … Read more