This is a competition hosted by Russia’s largest classified advertisements website Avito.
Given an ad's price, text, image, category, geographic location and time period, participants are required to predict its deal probability.
Datasets and description are available: https://www.kaggle.com/c/avito-demand-prediction/data
Datasets used in my analysis:
- train.csv
- test.csv
- periods_train.csv
- periods_test.csv
References:
EDA by @SRK
LGBM with Ridge features by @Dan Emery
1st place solution by @Little Boat
2nd place solution by @Sergei Fironov