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NikhilaThota / CapstoneProject_House_Prices_Prediction

Star 19

Understand the relationships between various features in relation with the sale price of a house using exploratory data analysis and statistical analysis. Applied ML algorithms such as Multiple Linear Regression, Ridge Regression and Lasso Regression in combination with cross validation. Performed parameter tuning, compared the test scores and s…

python machine-learning correlation linear-regression cross-validation data-visualization data-extraction data-analysis regularization standardization datawrangling predictive-modeling ridge-regression data-exploration k-fold lasso-regression encoding-library parameter-tuning root-mean-squared-error-metric regression-analysis
  • Updated Jan 19, 2018
  • Jupyter Notebook

ltfschoen / ML-Predictions

Star 3

Machine Learning engine generates predictions given any dataset using regression

correlation aws-lambda linear-regression scikit-learn cross-validation unittest hyperparameter-optimization scipy logistic-regression matplotlib prediction-algorithm binary-classification similarity-metric continous-integration pandas-dataframes knn-regression multi-classify-with-sklearn k-means-clustering root-mean-squared-error-metric multivariate-models
  • Updated May 25, 2017
  • Python

AmishaMurarka / Facebook-Comment-Volume-Prediction

Star 0

Data in the social networking services is increasing day by day. So, there is heavy requirement to study the highly dynamic behavior of the users towards these services. The task here is to estimate the comment count that a post is expected to receive in next few(H) hours. Data has been scraped from one of the most popular social networking site…

python machine-learning linear-regression regression-models facebook-comments random-forest-regressor root-mean-squared-error-metric decision-tree-regressor grid-search-hyperparameters sklearn-library research-paper-implementation mean-squared-error grid-search-cross-validation xgb-regressor hold-out-cross-validation
  • Updated Aug 8, 2022
  • Jupyter Notebook

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