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prathimacode-hub / ML-ProjectKart

🙌Kart of 232+ projects based on machine learning, deep learning, computer vision, natural language processing and all. Show your support by ✨ this repository.
https://prathimacode-hub.github.io/ML-ProjectKart/
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Memepool Prediction #503

Closed aryantiwari10 closed 3 years ago

aryantiwari10 commented 3 years ago

Define You:

PROJECT TITLE : Memepool Prediction

GOAL : To predict about the memepool in detail.

DATASET : https://www.kaggle.com/aryantiwari123/memepool

WHAT I HAD DONE : In this project first I performed a exploratory data analysis on the Memepool dataset which includes of data cleaning , data manipulation, data preprocessing , data visualization and after that I did the model building using different machine learning classification and regression algorithms and then predicted the accuracy of every model . In the model In each algo I had included the accuracy score , training score , classification report , confusion matrix . While in the EDA part I have included different plots for the different visualizations of our dataset . While the other model accuracies can be increased more using the hypertuning . Some plots which I used for visualizing the dataset are Histogram , Barplot , Boxplot, Heatmap , Scatter plot , Pairplot ,Regplot etc.

prathimacode-hub commented 3 years ago

Issue assigned. @aryantiwari10