Prediction

Different Machine learning algorithms were trained with the data described on past tabs, to predict two types of values:

• Predict if a tweet generated in Mexico can be misogynistic or not, in order to analyze the emotional violence in México’s relations and understand if those examples are related to the ENDIREH emotional violence Survey answers.

• Train a model with the answers from the ENDIREH survey to predict if a woman has suffered emotional violence and evaluate if there are patterns among the data of woman who has suffered emotional violence.

Both sets are labeled thus most of the models are designed for supervised learning, next sections will describe each of them and their implemenation.