Diamond AI / Results

{{ (metrics.accuracy * 100)|round(1) }}% ACCURACY

{{ metrics.f1|round(3) }} WEIGHTED F1

{{ metrics.macro_f1|round(3) }} MACRO F1

CLASS-WISE METRICS

{% for item in metrics.class_metrics %} {% endfor %}

GRADE	PREC	RECALL	F1	SUP
{{ item.label }}	{{ item.precision }}	{{ item.recall }}	{{ item.f1 }}	{{ item.support }}

CONFUSION MATRIX

{% for label in metrics.confusion_matrix.labels %} {% endfor %} {% for row_idx in range(metrics.confusion_matrix.matrix|length) %} {% for col_idx in range(metrics.confusion_matrix.matrix[row_idx]|length) %} {% set val = metrics.confusion_matrix.matrix[row_idx][col_idx] %} {% endfor %} {% endfor %}

A\P	{{ label }}
{{ metrics.confusion_matrix.labels[row_idx] }}	{{ val }}

MACRO F1 {{ metrics.macro_f1|round(3) }}

ACCURACY {{ (metrics.accuracy * 100)|round(1) }}%

INFERENCE MANIFEST

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{% for feature in model_features %} {% endfor %} {% for col in out_of_box_cols %} {% endfor %} {% for row in report_data %} {% for feature in model_features %} {% endfor %} {% for col in out_of_box_cols %} {% endfor %} {% endfor %}

STONE ID	{{ feature }}	AI RESULT	{{ col }}	IMG
{{ row.L_Code }}	{{ row[feature] }}	{{ row.Predicted_FGrdCol }}	{% if row[col] and row[col]\|string != 'nan' %} {{ row[col] }} {% else %} - {% endif %}	{% if row.Image_Path != 'N/A' %} {% else %} N/A {% endif %}