mariam7084 / ml_projects

ML_projects

Breast Cancer Detection

• Project aims to classify the tumor as benign or malignant based on various features.
• dataset trained on seven different classification models with Decision Tree Classifier having best accuracy.
• Link

Customer Segmentation

• Unsupervised Learning proejct that aims at clustering the customers. Uses K-Means Clsutering and Heirarchial Clustering
• Optimal number of clusters found through elbow method and dendrogram.
• Link

Diabetes Prediction

• project aims at classifying the wehther individuals have diabetes or not based on various parameters.
• dataset trained on seven different models out of which Random Forest Classifier had the best accuracy.
• link

Dog and Cat Image Classification

• A convolutional neural network written with tensorflow that aims to classify whether the input image is that of a dog or a cat.
• link

Electrical Energy Output Prediction

• A artificial neural network that aims to predict the output electrical enery of a power generation plant.
• link

MAGIC Gamma Telescope Project

• A supervised machine learning project that aims to classify the particles hitting the telescope as hadrons or gamma particles.
• link

Medical Insurance Cost Prediction

• Project aims at predicting the cost of medical insurance using the physical, fianncial and geographical parameters of the individual.
• link