Hyunggyu Park

Kaggle competition 141st out of 2605 teams: Google Brain - Ventilator Pressure Prediction Achieved 141th place out of 2605 teams in Google Brain - Ventilator Pressure Prediction on Kaggle. The problem was to predict pressure in the simulated ventilator connected to a sedated patient's lung(regression). To address this regression problem, I used 3 models- 1.combination of BiLSTM and Conv1d layers. 2.futher fine-tuning of the public model. 1. combination of BiLSTM and 3-layered NN. Further, I pseudo labeled test data with the best-accuracy model, and trained all my models with original train data and pseudo labeled test data.