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model-comparison-and-selection

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Enzo2806 / MLP-CNN

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We implemented a Multi-Layer Perceptron (MLP) model from scratch and compared its performance based on image classification accuracy on the "Fashion-MNIST" dataset to the performance of the Tensorflow Keras library's Convolutional Neural Network (CNN).

machine-learning cnn mlp cnn-keras cnn-model multilayer-perceptron-network cnn-architecture mlp-regressor model-comparison multilayer-perceptron mlp-classifier cnn-classification mlp-networks model-comparison-and-selection
  • Updated May 9, 2023
  • Jupyter Notebook

deepakrameshgowda / CREDIT-CARD-FRAUD-DETECTION

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Building predictive models to detect and prevent the fraudulent transactions happening on cerdit cards and debit cards. Implementation of 2nd factor authentication for safe and secure transactions.

machine-learning random-forest credit-card data-visualization logistic-regression decision-trees feature-engineering predictive-modeling class-imbalance data-cleaning debit-card smote fraud-detection model-validation adasyn cost-benefit-analysis label-encoding rfe model-comparison-and-selection
  • Updated Jul 15, 2023
  • Jupyter Notebook

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