Instacart - Predictions on Test Set
In this notebook we will load the trained Random Forest classifier, built in the Instacart Model Fitting notebook, and make reordered products predictions fo...
Instacart - Market Basket Analysis
Instacart - Model Evaluation
In this notebook we will load the Random Forest model fitted on all the training data and evaluate its F1-measure performance on the validation set, using a ...
Instacart - Model Fitting
In this notebook we will fit simple reordering classifier models using the features extracted from the Instacart Market Basket Analysis dataset provided by K...
Instacart - Feature Engineering
In this notebook we will mostly use Pandas to engineer features from the Instacart Market Basket Analysis Kaggle competition. In the original Kaggle competit...
Instacart - Exploratory Analysis
In this notebook we will explore the Instacart data set made available on Kaggle in the Instacart Market Basket Analysis Competition. We will be using Python...
Instacart - Splitting Training Data
In this notebook we will split the Instacart training data as provided on Kaggle in the Instacart Market Basket Analysis competition, into a training set and...