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[P] Final Project ANN

Hello, I’m Hendra. I’m an undergraduate students who is working on final project so I can graduate. My lecturer asked me to use ANN for energy disaggregation system. I’m using keras machine learning with tensor flow as the backend. Lately I have a problem on making a correct model for my case and got bad accuracy score. I have 4 lamps with various power consumption and I want to predict the power consumption of each lamp using ANN. My dataset is on link. On the dataset, 1 means ON and 0 means OFF. I’m using jupyter notebook as its interface. Can anyone give me some idea about what models I can use for this type of problem? I’m currently stumped. Any kind of help is really appreciated. Thank you….. Here is the dataset : https://drive.google.com/file/d/1ZrW083twfEIHZzqGuaDYA7jjO2s5P44p/view?usp=sharing

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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.