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put generate subsets at the end of init script

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This commit is contained in:
Wirusik 2022-03-20 21:34:03 +01:00
parent 16081a3564
commit ee8737fc15
1 changed files with 12 additions and 12 deletions
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24
init.py
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@ -20,18 +20,6 @@ if not file_exists:
atp_data = pd.read_csv('df_atp.csv')
print(atp_data)
# Podział na podzbiory: trenujący, testowy, walidujący
atp_train, atp_test = train_test_split(atp_data, test_size=0.4, random_state=1)
atp_dev, atp_test = train_test_split(atp_test, test_size=0.5, random_state=1)
# Wielkość zbioru i podzbiorów
print("Elements of total set: " + str(len(atp_data)))
print("Elements of test set: " + str(len(atp_test)))
print("Elements of dev set: " + str(len(atp_dev)))
print("Elements of train set: " + str(len(atp_train)))
# Średnia ilość gemów w pierwszym secie zwycięzców meczu
print(atp_data[["Winner", "W1"]].mean())
@ -77,3 +65,15 @@ print(atp_data["Round"])
atp_data.loc[atp_data["Date"] == '########', "Date"] = ''
print(atp_data["Date"])
# Podział na podzbiory: trenujący, testowy, walidujący w proporcjach 6:2:2
atp_train, atp_test = train_test_split(atp_data, test_size=0.4, random_state=1)
atp_dev, atp_test = train_test_split(atp_test, test_size=0.5, random_state=1)
# Wielkość zbioru i podzbiorów
print("Elements of total set: " + str(len(atp_data)))
print("Elements of test set: " + str(len(atp_test)))
print("Elements of dev set: " + str(len(atp_dev)))
print("Elements of train set: " + str(len(atp_train)))