qinjr / bid-lands

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BASELINE4DRSA_STM

This repo is forked from STM, I modified some code in the repo to make it a baseline model for DRSA, which is the implementation of the model proposed in a AAAI'19 submitted paper. Many thanks to the authors of STM.

Data Preparation

We have upload a tiny data sample for training and evaluation. The full dataset for this project can be download from this link. After download please replace the sample data in deep-bid-lands-data/ folder with the full data files.

Installation and Running

Please install sklearn first. To run the demo, just execute

python demo.py

and the result(AUC, Log-Loss and ANLP) will be printed on the screen. And the result can be found in data/SurvivalModel, the results files are named in the pattern evalution_xxxx.txt. To run the file with full volume data, just change the campaign_list variable in python/demo.py and execute it.

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