Classification Analysis with supervised algorithms KNN, RandomForest and SVM. Use of PCA and K-means to recognize the importance of features.

Using logistic regression, this project aims to classify loans as either defaults or not defaults. Correct classification helps financial institutions such as banks to make proper and informed risk ...

Abstract: This paper presents a road pothole detection model based on the AlexNet Convolutional Neural Network (CNN). Through data preprocessing, model construction, Dropout regularization, and ...