mlp-classifier

This is a binary classification problem related with Autistic Spectrum Disorder (ASD) screening in Adult individual. Given some attributes of a person, my model can predict whether the person would have a possibility to get ASD using different Supervised Learning Techniques and Multi-Layer Perceptron.

random-forest naive-bayes-classifier supervised-learning support-vector-machine data-wrangling decision-tree-classifier k-nearest-neighbours quadratic-discriminant-analysis linear-discriminant-analysis mlp-classifier data-cleansing logistic-regression-models

UpdatedMay 15, 2018
Jupyter Notebook

Elktrn /MLP-NN-binary-classifier-for-breast-cancer-classification-in-python

Star19

Multilayer Perceptron Neural network for binary classification between two type of breast cancer ("benign" and "malignant" )using Wisconsin Breast Cancer Database

mlp gradient-descent binary-classification nueral-networks mlp-classifier mlp-networks perceptron-neural-networks

UpdatedFeb 22, 2025
Python

NahidEbrahimian /Machine-Learning

Star18

Machine Learning algorithms Implementation from Scratch

python machine-learning numpy sklearn scipy matplotlib perceptron adaline mlp-classifier knn-classifier

UpdatedMar 29, 2024
Jupyter Notebook

tien02 /ensemble-roberta-fasttext-vietnamese

Star16

Ensemble PhoBERT with FastText Embedding to improve performance on Vietnamese Sentiment Analysis tasks.

nlp sentiment-analysis text-classification pytorch lstm fasttext bert svm-classifier sentiment-classification mlp-classifier gensim-word2vec fine-tuning fasttext-embeddings pytorch-lightning bert-fine-tuning phobert

UpdatedJun 29, 2023
Python

shrebox /Fake-News-Detection

Star14

This repository contains supervised fake news detection on LIAR dataset. Check out the analysis details for more details.

machine-learning neural-networks supervised-learning logistic-regression fake-news doc2vec ensemble-model svm-classifier mlp-classifier fake-news-detection

UpdatedJun 27, 2020
Jupyter Notebook

subhanjandas /Artificial-Neural-Networks-for-Fraud-Detection-in-Supply-Chain-Analytics-MLPClassifier-and-Keras

Star13

In this study, we aimed to detect fraudulent activities in the supply chain through the use of neural networks. The study focused on building two machine learning models using the MLPClassifier algorithm from the scikit-learn library and a custom neural network using the Keras library in Python.

neural-network tensorflow supply-chain neural-networks keras-neural-networks keras-tensorflow mlp-classifier supply-chain-analytics supplychainanalytics supply-chain-data-science

UpdatedJul 29, 2024
Jupyter Notebook

mehtabhavin10 /insurance_fraud_detection

Star13

🔍 | 📈 | Life / Health Insurance Fraud Detection | 📋 | (Codeshahstra Round 1 Hackathon)

css python html competition django algorithms insurance hackathon teamwork decision-tree-classifier fraud-detection responsive-web-design mlp-classifier graphjs

UpdatedAug 26, 2019
HTML

SHVleV9CYWkK /IoT-anomaly-detection

Star13

🚀 Leveraging advanced RNN with LSTM for efficient, real-time anomaly detection in IoT networks, optimized for performance in resource-constrained environments.

raspberry-pi iot python3 pytorch lstm-model fog-computing time-series-analysis mlp-classifier rnn-lstm quantization-efficient-network