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aryapangestu / Spada_Klasfikasi-Kualitas-Udara

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Dari dataset tersebut akan mengklasifikasi kualitas pencemaran udara berdasarkan kategori perhitungan indeks standar pencemaran udara. Dimana dataset Indeks Standar Pencemaran Udara (ISPU) Tahun 2021 yang didapatan dari website Jakarta Open data dengan link: https://data.jakarta.go.id/dataset/indeks-standar-pencemaran-udara-ispu-tahun-2021

python heroku artificial-intelligence decision-tree-classifier support-vector-classifier random-forest-classifier
  • Updated Jun 24, 2022
  • Python

somjit101 / Human-Activity-Recognition

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This project is to build a model that predicts the human activities such as Walking, Walking Upstairs, Walking Downstairs, Sitting, Standing or Laying using readings from the sensors on a smartphone carried by the user.

tensorflow signal-processing rbf-kernel scikit-learn keras eda lstm logistic-regression support-vector-machine t-sne feature-engineering grid-search human-activity-recognition decision-tree-classifier gradient-boosting-classifier uci-machine-learning support-vector-classifier random-forest-classifier uci-har-dataset seaborn-plots
  • Updated Oct 8, 2021
  • Jupyter Notebook

sean-atkinson / supervised_learning_models

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This mini-project involves experimenting with a variety of classification and regression models, exploring different techniques to understand their behaviors and applications in predictive analytics.

python linear-regression scikit-learn logistic-regression predictive-analytics decision-tree-classifier support-vector-classifier random-forest-regressor mini-project decision-tree-regression random-forest-classifier support-vector-regressor knn-classifier bagging-regressor knn-regressor adaboost-classifier adaboost-regressor bagging-classifier
  • Updated May 2, 2022
  • Jupyter Notebook

MakrandBhandari / HR-Attrition-Rate-Analysis-and-Prediction

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Identification of the Employees who are most likely to switch the jobs for package negotiations & Job offerings. Also, Analyzing the particular departments where the attrition rate is high and to take the preventive measures by using Decision Tree Classifer, Random Forest Classifier, Support Vector Classifier, Logistic Regression, K Nearest Neig…

logistic-regression decision-tree-classifier k-nearest-neighbours support-vector-classifier random-forest-classifier gaussian-naive-bayes
  • Updated Jul 10, 2021
  • Jupyter Notebook

kshitizrohilla / user-purchase-prediction-and-classification-using-support-vector-machine-algorithm

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This project implements the Support Vector Machine (SVM) algorithm for predicting user purchase classification. The goal is to train an SVM classifier to predict whether a user will purchase a particular product or not.

svm support-vector-machine support-vector-machines svm-training svm-model svm-classifier support-vector-classifier support-vector-machine-svm svm-kernel support-vector-classification
  • Updated May 17, 2023
  • Jupyter Notebook

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