Merge pull request 'ID3 - drzewo decyzyjne' (#2) from ID3 into master
Reviewed-on: #2
This commit is contained in:
commit
16b056047c
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.vs/ProjectSettings.json
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.vs/ProjectSettings.json
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.vs/VSWorkspaceState.json
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{
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decisionTree/database.txt
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decisionTree/database.txt
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decisionTree/decisionTree.sav
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decisionTree/decisionTree.sav
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decisionTree/decissions.txt
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decisionTree/decissions.txt
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21
decisionTree/generator.py
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decisionTree/generator.py
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import random
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# Generowanie unikalnej losowej linii tekstu
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def generate_unique_line(existing_lines):
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while True:
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line = ''.join(random.choice(['0', '1']) for _ in range(7))
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last_digit = random.choice(['1', '2', '3', '0'])
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line += last_digit
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||||
if line not in existing_lines:
|
||||
return line
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||||
|
||||
# Generowanie 200 unikalnych linii tekstu
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||||
lines = []
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||||
while len(lines) < 200:
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line = generate_unique_line(lines)
|
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lines.append(line)
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||||
|
||||
# Zapisywanie linii tekstu do pliku
|
||||
with open('decisionTree/database.txt', 'w') as file:
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for line in lines:
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file.write(line + '\n')
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200
decisionTree/learning_set.txt
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decisionTree/learning_set.txt
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['rainy', 'planted', 'good', 'good', 'no snow', 'moist', 'healthy', 'noon']
|
||||
['rainy', 'planted', 'bad', 'too strong', 'snow', 'moist', 'rot', 'morning']
|
||||
['clear', 'not planted', 'bad', 'good', 'snow', 'moist', 'healthy', 'noon']
|
||||
['rainy', 'planted', 'good', 'good', 'snow', 'dry', 'healthy', 'sunset']
|
||||
['rainy', 'planted', 'good', 'too strong', 'snow', 'dry', 'healthy', 'morning']
|
||||
['rainy', 'planted', 'good', 'good', 'snow', 'dry', 'rot', 'night']
|
||||
['clear', 'not planted', 'good', 'good', 'no snow', 'moist', 'healthy', 'sunset']
|
||||
['clear', 'not planted', 'bad', 'good', 'no snow', 'dry', 'healthy', 'noon']
|
||||
['rainy', 'not planted', 'bad', 'too strong', 'snow', 'dry', 'healthy', 'sunset']
|
||||
['clear', 'planted', 'bad', 'too strong', 'snow', 'dry', 'healthy', 'morning']
|
||||
['clear', 'planted', 'good', 'too strong', 'snow', 'moist', 'rot', 'sunset']
|
||||
['clear', 'not planted', 'bad', 'too strong', 'no snow', 'moist', 'rot', 'night']
|
||||
['rainy', 'not planted', 'good', 'too strong', 'snow', 'dry', 'rot', 'noon']
|
||||
['clear', 'not planted', 'good', 'too strong', 'snow', 'dry', 'healthy', 'morning']
|
||||
['rainy', 'not planted', 'bad', 'too strong', 'no snow', 'dry', 'healthy', 'sunset']
|
||||
['clear', 'planted', 'bad', 'too strong', 'snow', 'moist', 'healthy', 'morning']
|
||||
['clear', 'not planted', 'good', 'too strong', 'no snow', 'dry', 'healthy', 'noon']
|
||||
['rainy', 'planted', 'bad', 'good', 'snow', 'dry', 'healthy', 'morning']
|
||||
['rainy', 'planted', 'bad', 'too strong', 'snow', 'moist', 'healthy', 'night']
|
||||
['clear', 'planted', 'good', 'good', 'no snow', 'dry', 'healthy', 'sunset']
|
||||
['clear', 'planted', 'good', 'too strong', 'no snow', 'dry', 'rot', 'noon']
|
||||
['rainy', 'planted', 'good', 'good', 'snow', 'moist', 'rot', 'night']
|
||||
['rainy', 'not planted', 'good', 'too strong', 'no snow', 'moist', 'healthy', 'noon']
|
||||
['clear', 'planted', 'bad', 'too strong', 'no snow', 'moist', 'rot', 'night']
|
||||
['rainy', 'planted', 'good', 'good', 'snow', 'moist', 'rot', 'noon']
|
||||
['rainy', 'planted', 'bad', 'good', 'no snow', 'dry', 'rot', 'night']
|
||||
['clear', 'planted', 'bad', 'good', 'snow', 'dry', 'rot', 'noon']
|
||||
['rainy', 'not planted', 'good', 'good', 'snow', 'moist', 'rot', 'noon']
|
||||
['clear', 'planted', 'good', 'too strong', 'no snow', 'moist', 'rot', 'sunset']
|
||||
['rainy', 'not planted', 'bad', 'good', 'no snow', 'dry', 'healthy', 'noon']
|
||||
['clear', 'not planted', 'good', 'too strong', 'no snow', 'dry', 'healthy', 'morning']
|
||||
['rainy', 'not planted', 'bad', 'good', 'no snow', 'moist', 'rot', 'sunset']
|
||||
['clear', 'planted', 'good', 'too strong', 'snow', 'dry', 'rot', 'night']
|
||||
['rainy', 'not planted', 'good', 'good', 'no snow', 'dry', 'rot', 'sunset']
|
||||
['rainy', 'planted', 'bad', 'too strong', 'no snow', 'moist', 'healthy', 'morning']
|
||||
['rainy', 'planted', 'bad', 'good', 'snow', 'dry', 'rot', 'noon']
|
||||
['rainy', 'not planted', 'bad', 'good', 'snow', 'dry', 'healthy', 'sunset']
|
||||
['clear', 'planted', 'bad', 'good', 'snow', 'moist', 'healthy', 'night']
|
||||
['clear', 'not planted', 'bad', 'too strong', 'snow', 'moist', 'rot', 'morning']
|
||||
['rainy', 'not planted', 'good', 'good', 'snow', 'moist', 'healthy', 'sunset']
|
||||
['clear', 'planted', 'good', 'too strong', 'snow', 'moist', 'healthy', 'sunset']
|
||||
['clear', 'planted', 'bad', 'good', 'no snow', 'moist', 'rot', 'noon']
|
||||
['clear', 'planted', 'bad', 'good', 'no snow', 'dry', 'rot', 'morning']
|
||||
['clear', 'not planted', 'good', 'too strong', 'no snow', 'dry', 'healthy', 'sunset']
|
||||
['rainy', 'planted', 'good', 'too strong', 'snow', 'dry', 'rot', 'morning']
|
||||
['rainy', 'planted', 'good', 'good', 'snow', 'dry', 'healthy', 'morning']
|
||||
['rainy', 'planted', 'bad', 'good', 'no snow', 'moist', 'healthy', 'morning']
|
||||
['clear', 'planted', 'bad', 'too strong', 'no snow', 'moist', 'healthy', 'morning']
|
||||
['clear', 'planted', 'bad', 'good', 'snow', 'moist', 'rot', 'sunset']
|
||||
['clear', 'not planted', 'good', 'good', 'snow', 'dry', 'rot', 'noon']
|
||||
['rainy', 'planted', 'good', 'good', 'snow', 'dry', 'rot', 'morning']
|
||||
['clear', 'not planted', 'bad', 'too strong', 'no snow', 'dry', 'rot', 'noon']
|
||||
['clear', 'planted', 'bad', 'good', 'snow', 'moist', 'rot', 'night']
|
||||
['clear', 'planted', 'bad', 'good', 'snow', 'dry', 'healthy', 'sunset']
|
||||
['clear', 'planted', 'good', 'good', 'snow', 'moist', 'rot', 'noon']
|
||||
['rainy', 'planted', 'good', 'good', 'no snow', 'moist', 'healthy', 'sunset']
|
||||
['rainy', 'planted', 'good', 'too strong', 'snow', 'moist', 'rot', 'sunset']
|
||||
['clear', 'not planted', 'good', 'too strong', 'snow', 'dry', 'healthy', 'noon']
|
||||
['rainy', 'planted', 'good', 'too strong', 'no snow', 'moist', 'rot', 'noon']
|
||||
['rainy', 'planted', 'bad', 'too strong', 'snow', 'moist', 'rot', 'sunset']
|
||||
['rainy', 'not planted', 'bad', 'good', 'snow', 'moist', 'healthy', 'noon']
|
||||
['rainy', 'planted', 'good', 'good', 'no snow', 'dry', 'healthy', 'noon']
|
||||
['rainy', 'not planted', 'good', 'good', 'snow', 'moist', 'healthy', 'noon']
|
||||
['clear', 'not planted', 'good', 'too strong', 'snow', 'moist', 'rot', 'morning']
|
||||
['clear', 'not planted', 'good', 'good', 'snow', 'moist', 'rot', 'sunset']
|
||||
['rainy', 'planted', 'good', 'good', 'no snow', 'moist', 'rot', 'noon']
|
||||
['clear', 'not planted', 'good', 'good', 'no snow', 'dry', 'healthy', 'sunset']
|
||||
['clear', 'planted', 'bad', 'too strong', 'snow', 'moist', 'healthy', 'night']
|
||||
['rainy', 'not planted', 'good', 'too strong', 'snow', 'moist', 'healthy', 'morning']
|
||||
['clear', 'not planted', 'good', 'good', 'no snow', 'moist', 'healthy', 'morning']
|
||||
['clear', 'not planted', 'bad', 'good', 'snow', 'dry', 'rot', 'morning']
|
||||
['clear', 'not planted', 'bad', 'good', 'snow', 'dry', 'rot', 'sunset']
|
||||
['rainy', 'not planted', 'good', 'good', 'no snow', 'moist', 'healthy', 'sunset']
|
||||
['clear', 'not planted', 'bad', 'good', 'snow', 'dry', 'rot', 'night']
|
||||
['clear', 'planted', 'bad', 'too strong', 'snow', 'dry', 'healthy', 'night']
|
||||
['rainy', 'planted', 'good', 'too strong', 'snow', 'moist', 'healthy', 'sunset']
|
||||
['clear', 'not planted', 'bad', 'too strong', 'snow', 'dry', 'healthy', 'morning']
|
||||
['clear', 'not planted', 'good', 'good', 'snow', 'dry', 'rot', 'night']
|
||||
['rainy', 'not planted', 'good', 'too strong', 'snow', 'moist', 'healthy', 'night']
|
||||
['rainy', 'not planted', 'good', 'good', 'no snow', 'dry', 'rot', 'morning']
|
||||
['rainy', 'planted', 'good', 'too strong', 'snow', 'dry', 'healthy', 'night']
|
||||
['rainy', 'planted', 'bad', 'good', 'no snow', 'dry', 'healthy', 'morning']
|
||||
['clear', 'planted', 'good', 'good', 'no snow', 'moist', 'healthy', 'noon']
|
||||
['rainy', 'not planted', 'bad', 'too strong', 'no snow', 'moist', 'healthy', 'noon']
|
||||
['rainy', 'not planted', 'bad', 'too strong', 'snow', 'moist', 'healthy', 'noon']
|
||||
['rainy', 'not planted', 'good', 'good', 'snow', 'dry', 'healthy', 'morning']
|
||||
['clear', 'planted', 'good', 'good', 'no snow', 'dry', 'healthy', 'morning']
|
||||
['clear', 'not planted', 'good', 'too strong', 'snow', 'moist', 'healthy', 'night']
|
||||
['rainy', 'planted', 'bad', 'good', 'no snow', 'dry', 'rot', 'noon']
|
||||
['rainy', 'not planted', 'bad', 'too strong', 'no snow', 'dry', 'rot', 'sunset']
|
||||
['clear', 'not planted', 'good', 'too strong', 'snow', 'dry', 'healthy', 'night']
|
||||
['clear', 'planted', 'bad', 'good', 'snow', 'dry', 'rot', 'morning']
|
||||
['rainy', 'not planted', 'good', 'good', 'snow', 'dry', 'healthy', 'night']
|
||||
['clear', 'not planted', 'bad', 'too strong', 'no snow', 'dry', 'healthy', 'night']
|
||||
['rainy', 'not planted', 'bad', 'good', 'no snow', 'moist', 'healthy', 'sunset']
|
||||
['rainy', 'not planted', 'good', 'too strong', 'no snow', 'moist', 'rot', 'night']
|
||||
['clear', 'not planted', 'bad', 'too strong', 'snow', 'dry', 'rot', 'night']
|
||||
['clear', 'planted', 'bad', 'too strong', 'snow', 'dry', 'rot', 'sunset']
|
||||
['clear', 'planted', 'good', 'good', 'no snow', 'moist', 'rot', 'sunset']
|
||||
['rainy', 'not planted', 'bad', 'too strong', 'no snow', 'moist', 'rot', 'noon']
|
||||
['clear', 'planted', 'good', 'too strong', 'no snow', 'moist', 'healthy', 'morning']
|
||||
['clear', 'not planted', 'good', 'too strong', 'no snow', 'moist', 'rot', 'night']
|
||||
['rainy', 'not planted', 'bad', 'good', 'no snow', 'dry', 'rot', 'sunset']
|
||||
['clear', 'planted', 'good', 'good', 'no snow', 'dry', 'rot', 'morning']
|
||||
['clear', 'planted', 'good', 'good', 'no snow', 'moist', 'healthy', 'morning']
|
||||
['clear', 'not planted', 'good', 'too strong', 'no snow', 'dry', 'rot', 'morning']
|
||||
['clear', 'not planted', 'good', 'too strong', 'no snow', 'moist', 'healthy', 'sunset']
|
||||
['rainy', 'not planted', 'good', 'good', 'no snow', 'dry', 'healthy', 'night']
|
||||
['rainy', 'not planted', 'bad', 'good', 'no snow', 'moist', 'rot', 'noon']
|
||||
['rainy', 'planted', 'bad', 'too strong', 'no snow', 'moist', 'healthy', 'night']
|
||||
['rainy', 'planted', 'bad', 'too strong', 'snow', 'dry', 'rot', 'sunset']
|
||||
['clear', 'planted', 'good', 'too strong', 'snow', 'moist', 'healthy', 'morning']
|
||||
['clear', 'not planted', 'bad', 'good', 'no snow', 'moist', 'healthy', 'morning']
|
||||
['rainy', 'planted', 'good', 'good', 'no snow', 'moist', 'rot', 'night']
|
||||
['rainy', 'planted', 'good', 'good', 'snow', 'moist', 'healthy', 'night']
|
||||
['rainy', 'not planted', 'good', 'too strong', 'snow', 'dry', 'healthy', 'night']
|
||||
['clear', 'not planted', 'good', 'too strong', 'no snow', 'moist', 'healthy', 'noon']
|
||||
['clear', 'not planted', 'bad', 'too strong', 'snow', 'moist', 'healthy', 'morning']
|
||||
['clear', 'planted', 'good', 'good', 'no snow', 'dry', 'healthy', 'noon']
|
||||
['rainy', 'planted', 'good', 'good', 'no snow', 'dry', 'rot', 'noon']
|
||||
['rainy', 'not planted', 'good', 'too strong', 'no snow', 'dry', 'rot', 'morning']
|
||||
['clear', 'planted', 'bad', 'good', 'snow', 'moist', 'healthy', 'sunset']
|
||||
['rainy', 'not planted', 'good', 'good', 'snow', 'dry', 'rot', 'noon']
|
||||
['rainy', 'not planted', 'bad', 'good', 'no snow', 'dry', 'healthy', 'sunset']
|
||||
['rainy', 'planted', 'good', 'good', 'no snow', 'dry', 'healthy', 'morning']
|
||||
['rainy', 'planted', 'good', 'good', 'snow', 'moist', 'healthy', 'sunset']
|
||||
['clear', 'planted', 'good', 'too strong', 'no snow', 'moist', 'healthy', 'noon']
|
||||
['clear', 'planted', 'good', 'good', 'no snow', 'moist', 'healthy', 'sunset']
|
||||
['clear', 'planted', 'bad', 'good', 'snow', 'dry', 'rot', 'sunset']
|
||||
['rainy', 'planted', 'good', 'too strong', 'snow', 'moist', 'healthy', 'noon']
|
||||
['clear', 'planted', 'good', 'too strong', 'no snow', 'dry', 'healthy', 'noon']
|
||||
['rainy', 'planted', 'bad', 'good', 'no snow', 'dry', 'rot', 'morning']
|
||||
['clear', 'planted', 'bad', 'too strong', 'no snow', 'dry', 'rot', 'noon']
|
||||
['clear', 'planted', 'good', 'good', 'no snow', 'dry', 'healthy', 'night']
|
||||
['clear', 'planted', 'bad', 'good', 'no snow', 'dry', 'healthy', 'noon']
|
||||
['rainy', 'planted', 'bad', 'too strong', 'no snow', 'moist', 'rot', 'sunset']
|
||||
['rainy', 'not planted', 'good', 'too strong', 'no snow', 'dry', 'healthy', 'night']
|
||||
['clear', 'not planted', 'bad', 'too strong', 'no snow', 'dry', 'rot', 'sunset']
|
||||
['clear', 'not planted', 'bad', 'good', 'snow', 'moist', 'rot', 'morning']
|
||||
['clear', 'planted', 'bad', 'good', 'snow', 'moist', 'healthy', 'morning']
|
||||
['clear', 'planted', 'bad', 'good', 'snow', 'moist', 'rot', 'noon']
|
||||
['rainy', 'planted', 'bad', 'too strong', 'no snow', 'dry', 'healthy', 'night']
|
||||
['clear', 'not planted', 'bad', 'good', 'no snow', 'moist', 'rot', 'morning']
|
||||
['clear', 'not planted', 'good', 'too strong', 'no snow', 'moist', 'rot', 'sunset']
|
||||
['rainy', 'not planted', 'good', 'too strong', 'no snow', 'moist', 'healthy', 'sunset']
|
||||
['clear', 'planted', 'good', 'too strong', 'snow', 'dry', 'healthy', 'sunset']
|
||||
['rainy', 'planted', 'good', 'too strong', 'no snow', 'moist', 'rot', 'morning']
|
||||
['rainy', 'planted', 'bad', 'too strong', 'no snow', 'moist', 'rot', 'noon']
|
||||
['rainy', 'planted', 'good', 'too strong', 'snow', 'moist', 'healthy', 'morning']
|
||||
['rainy', 'not planted', 'good', 'too strong', 'snow', 'dry', 'rot', 'night']
|
||||
['rainy', 'not planted', 'bad', 'good', 'snow', 'dry', 'healthy', 'night']
|
||||
['rainy', 'planted', 'good', 'good', 'no snow', 'dry', 'healthy', 'night']
|
||||
['clear', 'not planted', 'good', 'too strong', 'no snow', 'dry', 'rot', 'night']
|
||||
['rainy', 'not planted', 'good', 'good', 'no snow', 'moist', 'healthy', 'night']
|
||||
['clear', 'planted', 'bad', 'too strong', 'no snow', 'dry', 'healthy', 'sunset']
|
||||
['clear', 'not planted', 'bad', 'good', 'snow', 'moist', 'healthy', 'morning']
|
||||
['rainy', 'not planted', 'bad', 'good', 'snow', 'dry', 'rot', 'morning']
|
||||
['clear', 'not planted', 'good', 'good', 'no snow', 'moist', 'rot', 'morning']
|
||||
['rainy', 'not planted', 'good', 'too strong', 'no snow', 'moist', 'healthy', 'morning']
|
||||
['rainy', 'not planted', 'bad', 'good', 'no snow', 'dry', 'rot', 'noon']
|
||||
['rainy', 'not planted', 'good', 'good', 'snow', 'moist', 'rot', 'sunset']
|
||||
['rainy', 'planted', 'good', 'too strong', 'no snow', 'dry', 'healthy', 'night']
|
||||
['rainy', 'planted', 'bad', 'too strong', 'snow', 'dry', 'rot', 'night']
|
||||
['rainy', 'not planted', 'good', 'good', 'snow', 'moist', 'rot', 'morning']
|
||||
['clear', 'not planted', 'bad', 'good', 'snow', 'dry', 'rot', 'noon']
|
||||
['rainy', 'not planted', 'bad', 'too strong', 'no snow', 'moist', 'rot', 'sunset']
|
||||
['clear', 'planted', 'good', 'good', 'no snow', 'moist', 'rot', 'morning']
|
||||
['clear', 'planted', 'bad', 'too strong', 'no snow', 'moist', 'rot', 'sunset']
|
||||
['rainy', 'planted', 'bad', 'too strong', 'snow', 'moist', 'rot', 'noon']
|
||||
['clear', 'planted', 'bad', 'too strong', 'snow', 'dry', 'healthy', 'noon']
|
||||
['clear', 'planted', 'good', 'good', 'snow', 'moist', 'healthy', 'night']
|
||||
['rainy', 'not planted', 'bad', 'good', 'no snow', 'dry', 'rot', 'morning']
|
||||
['clear', 'not planted', 'good', 'too strong', 'no snow', 'moist', 'rot', 'noon']
|
||||
['clear', 'planted', 'bad', 'good', 'snow', 'moist', 'rot', 'morning']
|
||||
['rainy', 'planted', 'bad', 'good', 'snow', 'dry', 'healthy', 'night']
|
||||
['rainy', 'planted', 'good', 'too strong', 'no snow', 'dry', 'healthy', 'sunset']
|
||||
['clear', 'not planted', 'good', 'too strong', 'snow', 'moist', 'rot', 'night']
|
||||
['clear', 'not planted', 'bad', 'good', 'no snow', 'moist', 'rot', 'sunset']
|
||||
['rainy', 'not planted', 'good', 'good', 'no snow', 'dry', 'healthy', 'sunset']
|
||||
['rainy', 'not planted', 'good', 'too strong', 'no snow', 'dry', 'healthy', 'sunset']
|
||||
['rainy', 'not planted', 'bad', 'good', 'snow', 'moist', 'healthy', 'sunset']
|
||||
['rainy', 'not planted', 'bad', 'too strong', 'no snow', 'dry', 'healthy', 'morning']
|
||||
['clear', 'planted', 'good', 'too strong', 'snow', 'moist', 'healthy', 'night']
|
||||
['clear', 'not planted', 'bad', 'good', 'no snow', 'dry', 'rot', 'sunset']
|
||||
['rainy', 'not planted', 'bad', 'good', 'no snow', 'dry', 'healthy', 'night']
|
||||
['clear', 'not planted', 'bad', 'too strong', 'snow', 'moist', 'healthy', 'night']
|
||||
['rainy', 'planted', 'bad', 'good', 'no snow', 'moist', 'rot', 'morning']
|
||||
['rainy', 'planted', 'bad', 'good', 'snow', 'dry', 'healthy', 'sunset']
|
||||
['rainy', 'planted', 'bad', 'too strong', 'no snow', 'dry', 'healthy', 'sunset']
|
||||
['clear', 'planted', 'good', 'too strong', 'no snow', 'dry', 'rot', 'sunset']
|
||||
['clear', 'not planted', 'good', 'good', 'no snow', 'dry', 'rot', 'night']
|
||||
['clear', 'not planted', 'bad', 'too strong', 'no snow', 'moist', 'healthy', 'night']
|
||||
['clear', 'planted', 'good', 'too strong', 'no snow', 'moist', 'rot', 'noon']
|
||||
['rainy', 'not planted', 'bad', 'too strong', 'no snow', 'moist', 'rot', 'night']
|
||||
['clear', 'planted', 'bad', 'too strong', 'no snow', 'dry', 'healthy', 'night']
|
||||
['rainy', 'planted', 'bad', 'good', 'snow', 'moist', 'rot', 'morning']
|
||||
['clear', 'not planted', 'bad', 'too strong', 'snow', 'moist', 'rot', 'sunset']
|
||||
['clear', 'not planted', 'bad', 'too strong', 'no snow', 'moist', 'healthy', 'noon']
|
||||
['rainy', 'not planted', 'good', 'good', 'no snow', 'moist', 'healthy', 'noon']
|
||||
['clear', 'planted', 'bad', 'too strong', 'snow', 'moist', 'healthy', 'noon']
|
||||
76
decisionTree/treemaker.py
Normal file
76
decisionTree/treemaker.py
Normal file
@ -0,0 +1,76 @@
|
||||
|
||||
|
||||
#from sklearn.datasets import load_iris
|
||||
from sklearn.tree import export_text
|
||||
|
||||
from sklearn.tree import DecisionTreeClassifier
|
||||
import joblib
|
||||
|
||||
X1 = []
|
||||
view = []
|
||||
with open("decisionTree/database.txt", 'r') as f:
|
||||
for line in f:
|
||||
line = line.strip()
|
||||
test_list = [int(i) for i in line]
|
||||
x = []
|
||||
if line[0] == "0":
|
||||
x.append("clear")
|
||||
else:
|
||||
x.append("rainy")
|
||||
if line[1] == "0":
|
||||
x.append("not planted")
|
||||
else:
|
||||
x.append("planted")
|
||||
if line[2] == "0":
|
||||
x.append("bad")
|
||||
else:
|
||||
x.append("good")
|
||||
if line[3] == "0":
|
||||
x.append("good")
|
||||
else:
|
||||
x.append("too strong")
|
||||
if line[4] == "0":
|
||||
x.append("no snow")
|
||||
else:
|
||||
x.append("snow")
|
||||
if line[5] == "0":
|
||||
x.append("dry")
|
||||
else:
|
||||
x.append("moist")
|
||||
if line[6] == "0":
|
||||
x.append("healthy")
|
||||
else:
|
||||
x.append("rot")
|
||||
if line[7] == "0":
|
||||
x.append("morning")
|
||||
elif line[7] == "1":
|
||||
x.append("noon")
|
||||
elif line[7] == "2":
|
||||
x.append("sunset")
|
||||
else:
|
||||
x.append("night")
|
||||
view.append(x)
|
||||
X1.append(test_list)
|
||||
|
||||
f = open("decisionTree/learning_set.txt", "w") #zapisuje atrybuty s³ownie
|
||||
for i in view:
|
||||
f.write(str(i)+"\n")
|
||||
f.close()
|
||||
|
||||
|
||||
Y1 = []
|
||||
with open("decisionTree/decissions.txt", 'r') as f: #czyta decyzje
|
||||
for line in f:
|
||||
line = line.strip()
|
||||
test = int(line)
|
||||
Y1.append(test)
|
||||
|
||||
dataset = X1
|
||||
decision = Y1
|
||||
labels = ['Rain','Plant','Temperature','Sun','Snow','Moisture','Rotten','Time']
|
||||
model = DecisionTreeClassifier(random_state=0, max_depth=20).fit(dataset, decision)
|
||||
filename = 'decisionTree/decisionTree.sav'
|
||||
print("Model trained")
|
||||
print("Decision tree:")
|
||||
print(export_text(model, feature_names=labels))
|
||||
joblib.dump(model, filename)
|
||||
Loading…
Reference in New Issue
Block a user