Sleep Disorder Detector
Sleep disorders disrupt normal sleep patterns, leading to fatigue and cognitive impairment.These disorders can result from stress, medical conditions, or lifestyle factors. Proper diagnosis and treatment are essential to ensure quality sleep and overall well-being.
None: Individuals who do not exhibit any specific sleep disorder.
Insomnia: Individuals who experience difficulty falling asleep or staying asleep, leading to inadequate or poor-quality sleep.
Sleep Apnea:Individuals who suffer from pauses in breathing during sleep, resulting in disrupted sleep patterns and potential health risks.
Wanna check you have sleep disorder or not?
This is a machine learning model which will predict that you have sleep disorder or not.It is based on Random Forest Classifier Algorithm.
Github Repository
To know more about the algorithm and processing of the model please visit our github repository.
Description
Please go through our documentation to understand the logic of our machine learning model's algorithm.
