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shunya-kato / Kaggle-Ventilator-Pressure-Prediction

MIT License
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Pulp Fiction のloss評価関数を変えたもの #11

Open ohutonLabo opened 3 years ago

ohutonLabo commented 3 years ago

https://www.kaggle.com/kueeyy36/gb-vpp-pulp-fiction/edit をGoogle colabに移植してぶん回す

ohutonLabo commented 3 years ago 
22/22 [==============================] - 17s 277ms/step - loss: 0.1595
Fold-1 | OOF Score: 0.1595098227262497
22/22 [==============================] - 17s 275ms/step - loss: 0.1514
Fold-2 | OOF Score: 0.15140628814697266
22/22 [==============================] - 17s 281ms/step - loss: 0.1601
Fold-3 | OOF Score: 0.16009730100631714
22/22 [==============================] - 17s 278ms/step - loss: 0.1550
Fold-4 | OOF Score: 0.15499965846538544
22/22 [==============================] - 17s 277ms/step - loss: 0.1587
Fold-5 | OOF Score: 0.15871480107307434
22/22 [==============================] - 18s 281ms/step - loss: 0.1532
Fold-6 | OOF Score: 0.15317143499851227
22/22 [==============================] - 17s 277ms/step - loss: 0.1576
Fold-7 | OOF Score: 0.15763436257839203

LB:0.1380

ohutonLabo commented 3 years ago

https://www.kaggle.com/dlaststark/gb-vpp-pulp-fiction 元がこれなので0.001くらいの改善が見られそう

ohutonLabo commented 3 years ago

median_submission.csv https://drive.google.com/file/d/1-2R0zaBTYWkXle9s2iBS0DYuE0oM9R9K/view?usp=sharing