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Search Results for "IQR"

Found 6 matching component(s)

  • function remove_outliers_iqr

    Removes outliers from a pandas DataFrame column using the Interquartile Range (IQR) method with a conservative 3*IQR threshold.

    File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/42b81361-ba7e-4d79-9598-3090af68384b/analysis_2.py

    data-cleaning outlier-detection IQR interquartile-range data-preprocessing

  • function remove_outliers_iqr_v1

    Removes outliers from a pandas DataFrame column using the Interquartile Range (IQR) method with a 3×IQR threshold.

    File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/42b81361-ba7e-4d79-9598-3090af68384b/project_1/analysis.py

    data-cleaning outlier-detection IQR interquartile-range statistics

  • function remove_outliers

    Removes outliers from a pandas DataFrame based on the Interquartile Range (IQR) method for a specified column.

    File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/f5da873e-41e6-4f34-b3e4-f7443d4d213b/analysis_5.py

    data-cleaning outlier-detection IQR interquartile-range data-preprocessing

  • function detect_outliers_iqr

    Detects extreme outliers in a pandas Series using the Interquartile Range (IQR) method with a configurable multiplier (default 3.0).

    File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/5021ab2a-8cdd-44cb-81ad-201598352e39/analysis_1.py

    outlier-detection IQR interquartile-range data-cleaning anomaly-detection

  • function detect_outliers_iqr_v1

    Detects outliers in a dataset using the Interquartile Range (IQR) method, returning boolean indices of outliers and the calculated bounds.

    File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/328d2f87-3367-495e-89f7-e633ff8c5b3d/analysis_2.py

    outlier-detection IQR interquartile-range statistics data-cleaning

  • function detect_outliers_iqr_v2

    Detects statistical outliers in a dataset using the Interquartile Range (IQR) method with a conservative 3×IQR threshold.

    File: /tf/active/vicechatdev/vice_ai/smartstat_scripts/84b9ac09-e646-4422-9d3a-e9f96529a553/analysis_1.py

    outlier-detection statistics data-cleaning IQR interquartile-range

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