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robust-scaling

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sharmaroshan / Predicting_Money_Spent_at_Resort

Star 7

It is From Analytics Vidhya Hackathons, Sponsored by Club Mahindra. It is based on Regression Problem, Where Accuracy matters the most, It is measured by RMSE Score. Different Techniques such as Stacking, Ensembling, Boosting and Scientific Operations such box-cox Operations to reduce skewness of the data.

tutorial machine regression eda data-visualization seaborn lasso xgboost scipy predictive-modeling palettes stacking elastic-net boosting log-transformation kernel-ridge ensembling box-cox lgboost robust-scaling
  • Updated May 13, 2019
  • Jupyter Notebook

Rizwan-Hasan / Breast-Cancer-Diagnosis-Using-Probabilistic-Ensemble-Based-Machine-Learning-Algorithms

Star 2

This project is a part of research on Breast Cancer Diagnosis with a Machine Learning algorithm using data-driven approaches. The final outcomes of the research were later published at an IEEE Conference and added to IEEE Xplore Digital Library.

machine-learning xgboost breast-cancer-wisconsin svm-classifier probabilistic-models gradient-boosting breastcancer-classification knn-algorithm xgboost-python robust-scaling
  • Updated Apr 27, 2021
  • Jupyter Notebook

skinan / Breast-Cancer-Diagnosis-Using-Probabilistic-Ensemble-Based-Machine-Learning-Algorithms

Star 7

This project is a part of research on Breast Cancer Diagnosis with Machine Learning algorithm using data-driven approaches. The final outcomes of the research were later published at an IEEE Conference and added to IEEE Xplore Digital Library.

machine-learning xgboost breast-cancer-wisconsin svm-classifier probabilistic-models gradient-boosting breastcancer-classification knn-algorithm xgboost-python robust-scaling
  • Updated Aug 8, 2021
  • Jupyter Notebook

y656 / Weather-data-clustering

Star 1

This repository contains clustering techniques applied to minute weather data. It contains K-Means, Heirarchical Agglomerative clustering. I have applied various feature scaling techniques and explored the best one for our dataset

pandas-dataframe pca outlier-detection clustering-algorithm kmeans-clustering hierarchical-clustering unsupervised-machine-learning elbow-plot dendrogram truncated-svd minmaxscaling matplotlib-pyplot seaborn-plots kernelpca robust-scaling outliers-detection silhouette-score standard-scaler davies-bouldin
  • Updated Jul 2, 2022
  • Jupyter Notebook

carrytheeast / Project_elementry_care_facilities

Star 0

[Data Analysis] Project in 2022 - Selection of additional areas for elementry care facilities, Used 8 Clustering methods

clustering pca folium kmeans-clustering kakao-api geopandas dbscan-clustering clustering-methods spectral-clustering agglomerative-clustering robust-scaling affinity-propagation-clustering silhouette-score meanshift-clustering minibatchkmeans-clustering birch-clustering gaussianmixture-clustering
  • Updated Dec 27, 2022
  • Jupyter Notebook

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