Predicting Blood-Brain Barrie ( Flutter APP )

Flutter Application for Predicting the Blood−Brain Barrie

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Predicting the ability of chemical species to cross the blood−brain barrier (BBB) is an active field of research for development and mechanistic understanding in the pharmaceutical industry.

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Flutter APP

flutter-video_R6XKu1zy.mp4

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Dataset

There are many databases for the blood-brain barrier, but we used this data because it is for humans and includes all the data used as it contains:  48 attributes of different types.  44 of them are numeric, 2 string and 2 null cells

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Machine learning models:

Support vector Machine(SVM).

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Logistic Regression.

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Gradient Boosting Classifier.

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K-Nearest Neighbor (KNN).

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Decision Tree.

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