Rocchio.py Text classification using Rocchio's algorithm. Each document is represented in a vector space. In the training phase, centroids for each class of documents are found. In the testing phase, ...

Uses the centroid coordinates as features for training the classifier. Performs centroid calculation without using built-in functions, implementing custom logic. Selects a classifier from built-in ...

Abstract: This work proposes an approach to address the problem of inductive bias or model misfit incurred by the centroid classifier assumption to enhance the automatic text classification task. This ...

Abstract: In this paper, we propose a blind modulation classifier that differs from most existing classifiers. A low complexity minimum distance centroid estimator is suggested to estimate the channel ...