Prathameshmane/Heart-Disease-Prediction

Heart Disease Prediction using Machine Learning algorithms like Decision Tree and KNN Algorithms

Heart-Disease-Prediction-using-Machine-Learning

Heart Disease Prediction using Machine Learning algorithms like Decision Tree and KNN Algorithms

First Step - Analyze the columns of the Dataset.

Histograms -

Seaborn -

Seaborn Barplot for moret than 2 columns -

Plotly -

Heatmap -

Second Step - Creating Displot

I have had used 2 Algorithms

1. Decision Tree Classifier
2. K - Nearest Neighbors Classifier Algorithm

Accuracy after using Algorithms

1. Decision Tree Classifier - 76%
2. K - Nearest Neighbors Classifier Algorithm - 85%

Accuracy Barplot

With this Barplot we can say that in this case KNN Algorithm is more accurate than Decision Tree Classifier.

Thank You