Akurasi Model

Akurasi Model Instagram Sebelum Balanced

{{ instagram_accuracy_unbalanced | round(2) }}%

Precision: {{ instagram_precision_unbalanced | round(2) }}

Recall: {{ instagram_recall_unbalanced | round(2) }}

F1 Score: {{ instagram_f1_unbalanced | round(2) }}

Akurasi Model Twitter Sebelum Balanced

{{ twitter_accuracy_unbalanced | round(2) }}%

Precision: {{ twitter_precision_unbalanced | round(2) }}

Recall: {{ twitter_recall_unbalanced | round(2) }}

F1 Score: {{ twitter_f1_unbalanced | round(2) }}

Akurasi Model Instagram Setelah Balanced

{{ instagram_accuracy_balanced | round(2) }}%

Precision: {{ instagram_precision_balanced | round(2) }}

Recall: {{ instagram_recall_balanced | round(2) }}

F1 Score: {{ instagram_f1_balanced | round(2) }}

Akurasi Model Twitter Setelah Balanced

{{ twitter_accuracy_balanced | round(2) }}%

Precision: {{ twitter_precision_balanced | round(2) }}

Recall: {{ twitter_recall_balanced | round(2) }}

F1 Score: {{ twitter_f1_balanced | round(2) }}

Instagram Confusion Matrix (Unbalanced)

	Predicted Positif	Predicted Negatif	Predicted Netral
Actual Positif	{{ instagram_conf_matrix_unbalanced[0][0] }}	{{ instagram_conf_matrix_unbalanced[0][1] }}	{{ instagram_conf_matrix_unbalanced[0][2] }}
Actual Negatif	{{ instagram_conf_matrix_unbalanced[1][0] }}	{{ instagram_conf_matrix_unbalanced[1][1] }}	{{ instagram_conf_matrix_unbalanced[1][2] }}
Actual Netral	{{ instagram_conf_matrix_unbalanced[2][0] }}	{{ instagram_conf_matrix_unbalanced[2][1] }}	{{ instagram_conf_matrix_unbalanced[2][2] }}

	Predicted Positif	Predicted Negatif	Predicted Netral
Actual Positif	{{ instagram_conf_matrix_balanced[0][0] }}	{{ instagram_conf_matrix_balanced[0][1] }}	{{ instagram_conf_matrix_balanced[0][2] }}
Actual Negatif	{{ instagram_conf_matrix_balanced[1][0] }}	{{ instagram_conf_matrix_balanced[1][1] }}	{{ instagram_conf_matrix_balanced[1][2] }}
Actual Netral	{{ instagram_conf_matrix_balanced[2][0] }}	{{ instagram_conf_matrix_balanced[2][1] }}	{{ instagram_conf_matrix_balanced[2][2] }}

	Predicted Positif	Predicted Negatif	Predicted Netral
Actual Positif	{{ twitter_conf_matrix_unbalanced[0][0] }}	{{ twitter_conf_matrix_unbalanced[0][1] }}	{{ twitter_conf_matrix_unbalanced[0][2] }}
Actual Negatif	{{ twitter_conf_matrix_unbalanced[1][0] }}	{{ twitter_conf_matrix_unbalanced[1][1] }}	{{ twitter_conf_matrix_unbalanced[1][2] }}
Actual Netral	{{ twitter_conf_matrix_unbalanced[2][0] }}	{{ twitter_conf_matrix_unbalanced[2][1] }}	{{ twitter_conf_matrix_unbalanced[2][2] }}

	Predicted Positif	Predicted Negatif	Predicted Netral
Actual Positif	{{ twitter_conf_matrix_balanced[0][0] }}	{{ twitter_conf_matrix_balanced[0][1] }}	{{ twitter_conf_matrix_balanced[0][2] }}
Actual Negatif	{{ twitter_conf_matrix_balanced[1][0] }}	{{ twitter_conf_matrix_balanced[1][1] }}	{{ twitter_conf_matrix_balanced[1][2] }}
Actual Netral	{{ twitter_conf_matrix_balanced[2][0] }}	{{ twitter_conf_matrix_balanced[2][1] }}	{{ twitter_conf_matrix_balanced[2][2] }}