Machine Learning Models

Visuals

Models

Machine Learning Visuals

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PCA

Line plot to predict the best number of components in a PCA model



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Learning Curve

Graph that shows how quickly our algorothim learns.

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Feature Selection

Bar graph displaying the most important features. As you can see BMI, Age and Income are the top three factors in predicting diabetes.



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Elbow Curve

Graph showing the optimal number of clusters in k-means clustering

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Confusion Matrix

Here we have the output of the confusion matrix algorothim.

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3D Scatter plot

Scatter plot showing clusters in 3D

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Insulin Pandas to the Rescue