xgboost-algorithm topic
Data-Science-Python
Data Science Python Beginner Level Project
fantasy-sports-prediction
We have used our skill of machine learning along with our passion for cricket to predict the performance of players in the upcoming matches using ML Algorithms like random-forest and XG Boost
Airline-Passenger-Satisfaction
Determining the important factors that influences the customer or passenger satisfaction of an airlines using CRISP-DM methodology in Python and RapidMiner.
Fraud_Detection
Tuning XGBoost hyper-parameters with Simulated Annealing
Credit-Risk-Management
A binary classification model is developed to predict the probability of paying back a loan by an applicant. Customer previous loan journey was used to extract useful features using different strategi...
Zillow-Home-Value-Prediction
XGBoost, LightGBM, LSTM, Linear Regression, Exploratory Data Analysis
Network-Traffic-Classification-UNSW-NB15
Binary Classification for detecting intrusion network attacks. In order, to emphasize how a network packet with certain features may have the potentials to become a serious threat to the network.