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outlier-analysis

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alifrmf / Customer-Segmentation-Using-Clustering-Algorithms

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Customer Segmentation Using Unsupervised Machine Learning Algorithms

python data-science data clustering exploratory-data-analysis machine-learning-algorithms feature-selection unsupervised-learning kmeans-clustering dbscan-clustering agglomerative-clustering feature-importance customer-segmentation cleaning-data hyperparameter-selection outlier-analysis hirarchical-clustering minibatchkmeans-clustering gaussian-mixture-clustering
  • Updated Jul 10, 2023
  • Jupyter Notebook

shreyas-singhal / Lead-Scoring-Case-Study

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X Education Organization wants to identify if a customer registered on their website for enquiry is a potential customer or not. Using past data to build a machine learning algorithm

python machine-learning exploratory-data-analysis machine-learning-algorithms model-building logistic-regression-algorithm bivariate-analysis univariate-analysis dummy-variables outlier-analysis cleaning-data-in-python outlier-treatment
  • Updated Jan 23, 2023
  • Jupyter Notebook

bushra-ansari / Breast-Cancer-Prediction-by-Ensemble-Techniques

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Given the details of cell nuclei taken from breast mass, objective is to predict whether or not a patient has breast cancer using the Ensembling Techniques. This is a classification problem. The dataset consists of several predictor variables and one target variable, Diagnosis. The target variable has values 'Benign' and 'Malignant', where 'Beni…

correlation support-vector-machine confusion-matrix feature-scaling ensemble-classifier random-forest-classifier gridsearchcv outlier-analysis bagging-ensemble boosting-ensemble
  • Updated Jul 14, 2022
  • Jupyter Notebook

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