18. アンサンブル

[TakeruEndo]

How I got LB 0.901 in a simple way.

I got the LB score of 0.901 by simply using SnapMix augmentation and model ensemble.

Detailed results can be found as below.

Single model result (single fold, no tta, no extra training data)

Resnet50 : LB 0.891 Notebook for training

Model ensemble ( no tta, no extra training data):

Resnet50 (5 folds) : LB 0.897

Resnet50 (5 folds) + Resnet101(5 folds): LB 0.899

Resnet50 (5 folds) + Resnet101(5 folds) + ResNext101(5 folds): LB 0.901

[TakeruEndo]

アンサンブルが強い & 5 foldを使って推論させたい