PCA Result

{% if result['imputation_warning'] == 'none' %}

No imputation performed. Missing values replaced with zero.

{% elif result['imputation_warning'] == 'custom' %}

Custom imputation performed. Missing values replaced with the specified value.

{% elif result['imputation_warning'] == 'mean' %}

Mean imputation performed. Missing values replaced with the mean.

{% elif result['imputation_warning'] == 'median' %}

Median imputation performed. Missing values replaced with the median.

{% endif %}

PCA Plot

PCA Plot

Original Data

{{ result['original_data'] | safe }}

Transformed Data

{{ result['transformed_data'] | safe }}