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IEEE3d
Facilitating Seamless Communication through Voice-Enhanced Sign Language and Gesture Recognition with Random Forest Classifier and Graph Convolution Networks - IEEE Xplore
An innovative system designed to enhance communication for individuals using sign language. Developed in Python, the system leverages a Random Forest classifier to accurately interpret hand movements ...
GitHub26d
ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python - GitHub
So, we added each data transformation step (e.g. bag-of-word, TF-IDF, SVC) and classifier (e.g. Naive Bayesian, SVM, Random Forest Classifier) into an instance of class Pipeline. After applying those ...
GitHub27d
A python library to build Model Trees with Linear Models at the leaves.
Firstly, a Linear Model is fitted on the whole dataset, then a Random Forest is trained on the same dataset but using the residuals of the previous steps as target. The final predictions are the sum ...
IEEE3d
Random Forest Classification in Healthcare Decision Support for Disease Diagnosis - IEEE Xplore
The use of random forests Classification in medical decision support for diagnosing diseases is investigated in this study. Based on interpretivism, the study uses a design that is descriptive in ...