target-encoding

There are 1 repository under target-encoding topic.

sharmaroshan / Fraud-Detection-in-Insurace-Claims
This is a very Important part of Data Science Case Study because Detecting Frauds and Analyzing their Behaviours and finding reasons behind them is one of the prime responsibilities of a Data Scientist. This is the Branch which comes under Anamoly Detection.
balanced-random-forest data-visualization imbalanced-data imbalanced-learning imblearn jupyter-notebook python sklearn target-encoding
Language:Jupyter Notebook 10
sharmaroshan / Christiano-Ronaldo---Goal-Prediction-Top-40-
It is a Problem Which I got During the ZS Data Science Challenge From Interview Bit Hiring Challenge Where I secured a 40th Rank out of 10,000 Students across India. It is a Dataset which requires Intensive Cleaning and Processing. Here I have Performed Classification Using Random Forest Classifier and Used Hyper Tuning of the Parameters to achieve the Accuracy. I got a very Satisfiable Accuracy from the Model in both the Training and Testing Sets.
classification predicting-missing-values random-forest parameter-tuning target-encoding data-visualization data-cleaning data-analysis profiling machine-learning python jupyter-notebook
Language:Jupyter Notebook 7
hiflyin / Feature-Stuff
A python machine learning library for advanced feature extraction and interpretation.
feature-extraction python target-encoding
Language:Python 5
NaquibAlam / M5_Forecasting_Accuracy_kaggle
It contains the code and data for M5 Forecasting - Accuracy competition on Kaggle.
m5-forecasting groupkfold-cv time-series feature-engineering lightgbm target-encoding cross-validation
Language:Jupyter Notebook 4
Nikolay-Lysenko / dsawl
A set of tools for machine learning (for the current day, there are active learning utilities and implementations of some stacking-based techniques).
active-learning categorical-features epsilon-greedy out-of-fold stacking target-encoding
Language:Python 2
mustafahakkoz / Advertisement-CTR-Prediction
A submission for HUAWEI - 2020 DIGIX GLOBAL AI CHALLENGE
ctr-prediction sgd-classifier target-encoding out-of-core unbalanced-data class-weights mini-batch-gradient-descent
Language:Jupyter Notebook 1
Dspocean / Feature-Engineering
This repository contains pre-requisite notebooks of Feature Engineering Course from Kaggle for my internship as a Machine Learning Application Developer at Technocolabs.
feature-engineering k-means-clustering pca target-encoding
Language:Jupyter Notebook 0
gshashank84 / ResponseEncoding
Encode Categorical Features based on Target/Class
response-encoding encoding target-encoding categorical-encoding categorical-features categorical-variables
Language:Python 0
Kokolipa / fraudulent_transactions
Creating a sophisticated web application for transaction analysis, incorporating ML, Bootstrap, Dash, and Plotly. Users can seamlessly upload credit card CSV files, exploring transactions interactively in both tabular and dashboard report formats.
bootstrap css decision-tree decisiontreeclassifier html5 logistic-regression machine-learning ml numpy pandas plotly plotly-dash sklearn tableau-public target-encoding flask
Language:Jupyter Notebook 0
nikolicxa / multi-dimensional-high-cardinality
Materials from a paper/talk for Southeast SAS User Group Conference
categorical-feature-encoding high-cardinality-encoding sas-programming target-encoding
Language:SAS 0
paritoshkc / Income_predictor
catboost linear-regression machine-learning python3 random-forest target-encoding
Language:Python 0
schatzederwelt / stock-prices-cars
Прогнозирование рыночной стоимости автомобилей
python pandas column-transformer data-analysis make-pipeline feature-importance randomized-search regression lightgbm ordinal-encoding random-forest target-encoding ohe-encoding
Language:Jupyter Notebook 0
vanshika97 / ML_IncomePrediction
TCD ML Comp. 2019/20 - Income Prediction (Ind.)
income-prediction kaggle machine-learning outliers polynomial-regression rmse-score target-encoding trinity-college-dublin xgboost-python
Language:Jupyter Notebook 0
VipinindKumar / Predict-Future-Sales
Deployed model to predict total sales for every item and shop for the next month, from a time-series dataset consisting of daily sales data
data-cleaning deployment e-commerce feature-engineering feature-selection heroku hyperparameter-tuning machine-learning python target-encoding time-series
Language:Jupyter Notebook 0
NaquibAlam / Categorical_Encoding_Experimentation
This repo contains code for experimenting with categorical encoding - WoE, Catboost, Target encoder, and many more.
categorical-encoding target-encoding high-cardinality-encoding
rafah91 / life-expectancy-data-processing
Life expectancy data processing
categorical-data data-analysis data-science label-encoder linear-regression one-hot-encoding python3 target-encoding
Language:Jupyter Notebook
sadpepep / ML_preprocessing
Data preprocessing for machine learning modelling. Quantile transformation for the outliers removal, replacing NULLs with medians, using target encoder and Z-score standardisation for the numeric variables.
machine-learning quantile-transformer target-encoding z-score-normalization
Language:Jupyter Notebook
ShrishailSGajbhar / Coursera-Project
Final project for "How to win a data science competition" Coursera course
kaggle kaggle-competition coursera machine-learning categorical-data gradientboosting target-encoding coursera-course kaggle-dataset kaggle-solution
Language:Jupyter Notebook
toan01-uet / Solution-for-HackerEarth-Machine-Learning-challenge
HackerEarth Machine Learning challenge: Of Genomes And Genetics
automl data-science feature-engineering hackerearth-solutions imbalanced-classification labelencoding machinelearningchallenge mutilabelclassification smote-oversampler target-encoding

target-encoding

sharmaroshan / Fraud-Detection-in-Insurace-Claims

sharmaroshan / Christiano-Ronaldo---Goal-Prediction-Top-40-

hiflyin / Feature-Stuff

NaquibAlam / M5_Forecasting_Accuracy_kaggle

Nikolay-Lysenko / dsawl

mustafahakkoz / Advertisement-CTR-Prediction

Dspocean / Feature-Engineering

gshashank84 / ResponseEncoding

Kokolipa / fraudulent_transactions

nikolicxa / multi-dimensional-high-cardinality

paritoshkc / Income_predictor

schatzederwelt / stock-prices-cars

vanshika97 / ML_IncomePrediction

VipinindKumar / Predict-Future-Sales

NaquibAlam / Categorical_Encoding_Experimentation

rafah91 / life-expectancy-data-processing

sadpepep / ML_preprocessing

ShrishailSGajbhar / Coursera-Project

toan01-uet / Solution-for-HackerEarth-Machine-Learning-challenge