/flight-delay-prediction

Predicting flight delays using machine learning models

Primary LanguageJupyter Notebook

Predicting flight landing time delays using Machine learning models- using expedia data:
Data exploration and EDA
PREDICTION USING ALGORITHMS:
RANDOM FOREST REGRESSOR
RANDOM FOREST CLASSIFIER
LOGISTIC REGRESSION
DECISION TREE CLASSIFIER
K-MEANS CLUSTERING - ELBOW METHOD
K-MEDOIDS CLUSTERING
BERNOULLI NAIVE BAYES
K NEAREST NEIGHBOURS
GRADIENT BOOSTING
BAGGING CLASSIFIER
XGBOOST
RIDGE CLASSIFICATION
KERAS NEURAL NETWORK
RNN - LSTM