33 lines
541 B
Python
33 lines
541 B
Python
import sys
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from pathlib import Path
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import pandas as pd
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result_dir = 'results'
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dfs = []
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pathlist = Path(result_dir).rglob('*.csv')
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for path in pathlist:
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path_in_str = str(path)
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print(path_in_str)
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df = pd.read_csv(path_in_str, sep='\t')
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dfs.append(df)
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df = pd.concat(dfs)
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piv = df.pivot_table(index='Dataset', columns='Method', values='MRAE')
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piv.loc['mean'] = piv.mean()
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pd.set_option('display.max_columns', None)
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pd.set_option('display.max_rows', None)
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pd.set_option('expand_frame_repr', False)
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print(piv)
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