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indrapaul824 / Coronary-Heart-Disease-Prediction

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This contains the Jupyter Notebook and the Dataset for the mentioned Classification Predictive Modeling Project

random-forest python3 supervised-learning logistic-regression confusion-matrix resampling decision-trees feature-engineering jupyter-notebooks hyperparameter-tuning gradient-boosting-classifier knn-classification bivariate-analysis ensemble-classifier heart-disease classification-model framingham accuracy-score univariate-analysis minmaxscalar
  • Updated Dec 3, 2020
  • Jupyter Notebook

Neeleshweb / House-Selling-Price-Prediction-using-various-models

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In this project, the selling price of the houses have been predicted using various Regressors, and comparison charts have been shown that depict the performance of each model. This submission was ranked 107 out of 45651 in first attempt on Kaggle leader-board which can be accessed from here : https://www.kaggle.com/c/home-data-for-ml-course/lead…

random-forest linear-regression exploratory-data-analysis hyperparameter-optimization decision-tree-regression datacleaning xgboost-regression minmaxscalar labelencoding
  • Updated Sep 6, 2020
  • Jupyter Notebook

acfthomson / Cryptocurrencies

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Fictional investment bank, Accountability Accounting, is interested in offering a new cryptocurrency investment portfolio to its clients; however, the company needs assistance in determining which cryptocurrencies they should offer and would like them grouped to create a classification system for this new investment. A clustering algorithm was u…

python scikit-learn plotly pca kmeans-clustering unsupervised-machine-learning hvplot standardscaler minmaxscalar
  • Updated Apr 7, 2021
  • Jupyter Notebook

samyakmohelay / Spotify-Hit-Predictor

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A Spotify Hit Predictor capable of predicting whether any given track would be a 'Hit' or 'Flop'. By using the Spotify "hit predictor" dataset, with data analysis of past "hits" by decade. Deployment using Flask via Heroku.

python heroku machine-learning deep-neural-networks deep-learning random-forest numpy scikit-learn pandas logistic-regression svm-classifier heroku-deployment spotipy minmaxscalar standard-scaler
  • Updated Apr 8, 2023
  • Jupyter Notebook

prankur16shukla / Credit_Card_Fraud_Detection

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In this Classification Machine Learning Project, we will be analysing the dataset taken from www.kaggle.com related to details of credit card owners. This data consists of features like Gender, Income type, House type, marital status and many more. Our focus will be on analysing the data, getting the insights related to these features and there …

numpy exploratory-data-analysis pandas knn-classifier sklearn-library matplotlib-pyplot seaborn-plots minmaxscalar oversampling-technique
  • Updated Oct 10, 2021
  • Jupyter Notebook

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