Nowsheen Rashid - Academia.edu (original) (raw)

Nowsheen Rashid

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Papers by Nowsheen Rashid

Research paper thumbnail of Use of Machine Learning to Estimate Risk of Cardiovascular Diseases

"Disease Prediction" system supported prophetical modeling predicts the unwellness of the user on... more "Disease Prediction" system supported prophetical modeling predicts the unwellness of the user on the idea of the symptoms that user provides as associate degree input to the system. The system analyzes the symptoms provided by the user as input and provides the chance of the unwellness as associate degree output. Disease Prediction is finished by implementing three techniques like Support Vector Classifier, Decision Tree Classifier, and Random Forest Algorithms. These techniques calculate the probability of the unwellness. Therefore, average prediction accuracy eighty four percent is obtained.

Research paper thumbnail of Use of Machine Learning to Estimate Risk of Cardiovascular Diseases

"Disease Prediction" system supported prophetical modeling predicts the unwellness of the user on... more "Disease Prediction" system supported prophetical modeling predicts the unwellness of the user on the idea of the symptoms that user provides as associate degree input to the system. The system analyzes the symptoms provided by the user as input and provides the chance of the unwellness as associate degree output. Disease Prediction is finished by implementing three techniques like Support Vector Classifier, Decision Tree Classifier, and Random Forest Algorithms. These techniques calculate the probability of the unwellness. Therefore, average prediction accuracy eighty four percent is obtained.

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