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Human Activity Recognition From Accelerometer Data Using Ensemble Learning

This project aims to classify the human activities using ensemble learning method. In this project, we compared the recognition accuracy among different classifiers, visualized the data using seaborn library and t-SNE, and tuned the hyperparameters using grid search and k-fold cross-validation.
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8
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Most Recent Commit
8 years ago
Programming Language
Python
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Alternatives To Human Activity Recognition From Accelerometer Data Using Ensemble Learning
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Alternatives To Human Activity Recognition From Accelerometer Data Using Ensemble Learning
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Har ⭐ 19
most recent commit 7 years ago


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Alternative Project Comparisons
Human Activity Recognition From Accelerometer Data Using Ensemble Learning vs Har Keras Cnn
Human Activity Recognition From Accelerometer Data Using Ensemble Learning vs Deep Learning For Sensor Based Human Activity Recognition
Human Activity Recognition From Accelerometer Data Using Ensemble Learning vs Gesture_recognition
Human Activity Recognition From Accelerometer Data Using Ensemble Learning vs Grt Ios Helloworld
Human Activity Recognition From Accelerometer Data Using Ensemble Learning vs Gesturerecognizer
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Human Activity Recognition From Accelerometer Data Using Ensemble Learning vs Robust Single Accelerometer Based Activity Recognition Using Modified Recurrence Plot
Human Activity Recognition From Accelerometer Data Using Ensemble Learning vs Stm32_neuralnet_movementdetection
Human Activity Recognition From Accelerometer Data Using Ensemble Learning vs Gait Sp
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