Kaggle Competitions

Various kaggle competitions participation results and summary of the project.

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List of competitions

Name	Type	Public Kernel	Metric	Date
Tabular Playground Series - FEb 2021	Regression	NA	RMSE	FEb 2021
Tabular Playground Series - Jan 2021	Regression	NA	RMSE	Jan 2021
COVID19 Global Forecasting (Week 5)	Time Series	Quantile Regressions	Weighted Pinball Loss	May-2020
Home Credit Default Risk	Classification	Exploratory Data Analysis-GBM Model	AUC	May-2018
House Prices: Advanced Regression Techniques	Regression	House price analysis, Ridge Regression	RMSE	Ongoing
WSDM - KKBox's Churn Prediction Challenge	Classification	Simple logistic regression - Wisdom	log loss	Sep-2017
Mercari Price Suggestion Challenge	Regression	NA	RMSLE	Nov-2017
New York City Taxi Trip Duration	Regression	NA	RMSLE	Jul-2017
Nomad2018 Predicting Transparent Conductors	Regression	1. Simple Electron Volt predictor, 2. Simple ANN	RMSLE	Dec-2017
Porto Seguro Safe Driver Prediction	Classification	1. Simple Logistic Regression-PORTO, 2. XGBoost with StratifiedKFlod LB(0.282)	Gini Coefficient	Sep-2017
Sberbank Russian Housing Market	Regression	Simple Naive Bayes & XGBoost	RMSLE	Jun-2017
Spooky Author Identification	NLP,classification	Simple Naive Bayes & XGBoost	mulit log loss	Oct-2017
Store Item Demand Forecasting Challenge	Time Series	Store Item Demand Forecast-EDA-GBM Model	SMAPE	Jun-2018
Titanic: Machine Learning from Disaster	Classification	Logistic Regression with StratifiedKfold	Accuracy	Ongoing
Toxic Comment Classification Challenge	NLP, Classification	1. Logistic Regression TFIDF , 2. Logistic regression with hashing vectorizer	AUC	Dec-2017
Zillow Prize: Zillow’s Home Value Prediction (Zestimate)	Regression	Zestimate-Linear Regression	Mean Absolute Error	May-2017