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README.md
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data_files:
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- split: train
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path: Baseline/*_train.parquet
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# path: Baseline/*/*_train.parquet
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- split: test
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# path: Baseline/*/*_test.parquet
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path: Baseline/*_test.parquet
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description: Default configuration using VarianceThreshold=0.001 with 4,561 features.
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# features:
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# - name: year_month
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# dtype: object
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- config_name: var_thresh_0.0001
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# path: var_thresh_0.0001/*/*_train.parquet
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- config_name: var_thresh_0.01
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language:
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- en
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pretty_name: LAMDA
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data_files:
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- split: train
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path: Baseline/*_train.parquet
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- split: test
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path: Baseline/*_test.parquet
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description: Default configuration using VarianceThreshold=0.001 with 4,561 features.
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# features:
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# - name: year_month
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# dtype: object
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# - config_name: var_thresh_0.0001
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# data_files:
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# - split: train
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# path: var_thresh_0.0001/*_train.parquet
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# # path: var_thresh_0.0001/*/*_train.parquet
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# - split: test
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# path: var_thresh_0.0001/*_test.parquet
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# description: Less aggressive feature filtering with VarianceThreshold=0.0001 (more
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# features retained).
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# - config_name: var_thresh_0.01
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# data_files:
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# - split: train
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# path: var_thresh_0.01/*_train.parquet
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# - split: test
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# path: var_thresh_0.01/*_test.parquet
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# description: More aggressive feature selection using VarianceThreshold=0.01 (fewer
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# features retained).
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language:
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- en
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pretty_name: LAMDA
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