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smote

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anudeepvanjavakam1 / Income-Classification-of-people-in-US

a predictive model to determine the income level for people in US. Imputed and manipulated large and high dimensional data using data.table in R. Performed SMOTE as the dataset is highly imbalanced. Developed naïve Bayes, XGBoost and SVM models for classification

machine-learning r high-dimensional-data naive-bayes-classifier classification data-table svm-classifier smote imbalanced-classification xgboost-classifier income-prediction

Updated Nov 22, 2016
R

igarleni / Imbalanced-Data-analysis-with-R---First-steps

Learning how to analyze imbalanced Data, implementing SMOTE and using unbalanced R package

data-science data-mining r data-mining-algorithms imbalanced-data smote

Updated Feb 28, 2017
R

kaushalshetty / SMOTE

Synthetic Minority Over-sampling Technique

python machine-learning artificial-intelligence smote oversampling

Updated Mar 27, 2017
Python

swordspoet / UCI_imbalanced_data

The machine learning project on UCI imbalanced data.

machine-learning data-mining uci imbalanced-data smote uci-imbalanced-data

Updated May 2, 2017
R

aFdezHilario / C4.5-Binarization-SMOTE

Implementation of C4.5 + Binarization (OVO / OVA) with/without SMOTE preprocessing. This way, multi-class imbalanced problems can be addressed

classification preprocessing smote binarization multiclass-classification imbalanced

Updated May 2, 2017
Java

ColleenBobbie / Cancer-Prediction

CART and C4.5 decision trees, Synthetic Minority Over-sampling Techniques, and visualizations in R.

r machine-learning-algorithms smote

Updated Jul 23, 2017
R

hanna5descher / project_churn_prediction

Customer churn prediction model using SMOTE and Random Forest classification

random-forest churn-prediction smote

Updated Aug 23, 2017
CSS

sunnyks / credit-card-fraud-detection

Identifying fraudulent credit card transactions in a highly imbalanced dataset by oversampling and using ensemble learning/neural network

learning machine-learning neural-network machine ensemble-learning imbalanced-data smote oversampling

Updated Sep 19, 2017
Jupyter Notebook

hvp004 / creditcard-fraud-detection

The repo holds the source code for credit card fraud detection system

dataset logistic-regression smote

Updated Sep 30, 2017
HTML

rashmishrm / Active-Drug-Predictor

Develop predictive models that can determine, given a particular compound, whether it is active (1) or not (0).

data-mining scikit-learn dimensionality-reduction decision-trees imbalanced-data smote oversampling singular-value-decomposition truncated

Updated Nov 9, 2017
Python

snavgire / SMOTE

Synthetic Minority Over-sampling Technique Implementation

python numpy naive-bayes sklearn scipy auc convex-hull matplotlib smote synthetic-data

Updated Nov 20, 2017
Python

geeky-bit / Census-Data-Imbalanced-Data-Problem

This is a simple Imbalanced dataset handling problem where I have used Census Data

xgboost imbalanced-data smote

Updated Jan 18, 2018
R

clairempr / spooky-classify

Text classification with scikit-learn, used to make predictions for Kaggle Spooky Author Identification competition

python nlp machine-learning text-classification scikit-learn pandas seaborn kaggle spacy matplotlib nlp-machine-learning smote scikitlearn-machine-learning pyplot imbalanced-learning imblearn

Updated Jan 27, 2018
Python

stooblie / capstone_fighting_fake_news

This capstone project was completed for the Winter 2018 Galvanize Data Science Immersive program. The project aid users in rooting out the usage of fake images on the internet by automatically scraping web pages related to a topic of interest, cross referencing the images from each each web page with a directory of known fake images, and identif…

python opencv random-forest aws-s3 numpy sklearn pandas scrapy aws-ec2 image-analysis boto3 smote

Updated Feb 14, 2018
Python

ai-se / valueOfsmote

ICSE 2018 SMOTUNED

latex smote released

Updated Feb 16, 2018
TeX

RamEppala / imbalanceddatasetproject

Machine Learning Project on Imbalanced Data in R

machine-learning support-vector-machine feature-engineering naive-bayes-algorithm hypothesis-testing smote oversampling imbalanced-learning xgboost-algorithm undersampling datacleaning dataexploration

Updated Feb 24, 2018
R

HuyTu7 / sentiment_citation

Model with Dimensionality Reduction with performing SMOTE and Tuning will get comparable results comparing with off-the-shelf models in Sentiment Analysis of Citations (Athar 2011).

sentiment-analysis pca differential-evolution smote citation-analysis

Updated Mar 8, 2018
Python

damitkwr / KivaExpiry

We use the widely available Kiva Dataset to predict if a Kiva Loan posting will get funded or not

machine-learning kiva smote imbalanced

Updated May 11, 2018
Jupyter Notebook

hvp004 / Credit-Card-Fraud-Detection

data-science python3 logistic-regression smote fraud-detection undersampling

Updated May 23, 2018
Jupyter Notebook

Mohita21 / AbaloneDataSet

linear-regression decision-trees svm-classifier abalone smote uci-machine-learning

Updated May 28, 2018
Jupyter Notebook

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