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update create train_dev_test

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Maciej Czajka 2022-03-21 08:52:14 +01:00
parent d9491fd0e1
commit e0ecd91f6d
1 changed files with 8 additions and 5 deletions
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13
Zajęcia 2/main.py
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@ -66,9 +66,11 @@ def create_plot(games):
plt.show() plt.show()
# funkcja dokonująca podziału na podzbiory train i test # funkcja dokonująca podziału na podzbiory train i test
def create_train_test(games): def create_train_dev_test(games):
games_train, games_test = sklearn.model_selection.train_test_split(games, test_size=5810, random_state=1) games_train, games_test = sklearn.model_selection.train_test_split(games, test_size=6972, random_state=1)
return games_train, games_test games_test, games_dev = sklearn.model_selection.train_test_split(games_test, test_size=3486, random_state=1)
#games_train, games_test = sklearn.model_selection.train_test_split(games, test_size=5810, random_state=1)
return games_train, games_dev, games_test
# funkcja pobierająca informacje z danej platformy o ocenach metacritic # funkcja pobierająca informacje z danej platformy o ocenach metacritic
def get_platform_score_metacritic(games, platform): def get_platform_score_metacritic(games, platform):
@ -167,5 +169,6 @@ dataset_information(games)
# wypisanie informacji o danej platformie # wypisanie informacji o danej platformie
platform_information(games, " Xbox 360") platform_information(games, " Xbox 360")
# podział na podzbiory train i test # podział na podzbiory train, dev i test (6,2,2)
games_train, games_test = create_train_test(games) #games_train, games_test = create_train_test(games)
games_train, games_dev, games_test = create_train_dev_test(games)