update model card.

README.md

@@ -1,7 +1,20 @@
 ---
 license: cc0-1.0
+language:
+- en
+metrics:
+- accuracy: 0.939432
+- recall: 0.937164
+- precision: 0.92822
+- f1: 0.92822
+tags:
+- classification
+- suicidality
+- suicidal text detection
+pipeline_tag: text-classification
 ---
 
+
 # Advanced Suicidality Classifier Model
 
 ## Introduction
@@ -29,12 +42,12 @@ These metrics demonstrate the model's ability to accurately classify sequences o
 
 We collected data from multiple sources to create a rich and diverse training dataset:
 
-- [Source 1](https://www.kaggle.com/datasets/thedevastator/c-ssrs-labeled-suicidality-in-500-anonymized-red)
-- [Source 2](https://www.kaggle.com/datasets/amangoyl/reddit-dataset-for-multi-task-nlp)
-- [Source 3](https://www.kaggle.com/datasets/imeshsonu/suicideal-phrases)
-- [Source 4](https://raw.githubusercontent.com/laxmimerit/twitter-suicidal-intention-dataset/master/twitter-suicidal_data.csv)
-- [Source 5](https://www.kaggle.com/datasets/mohanedmashaly/suicide-notes)
-- [Source 6](https://www.kaggle.com/datasets/natalialech/suicidal-ideation-on-twitter)
+- https://www.kaggle.com/datasets/thedevastator/c-ssrs-labeled-suicidality-in-500-anonymized-red
+- https://www.kaggle.com/datasets/amangoyl/reddit-dataset-for-multi-task-nlp
+- https://www.kaggle.com/datasets/imeshsonu/suicideal-phrases
+- https://raw.githubusercontent.com/laxmimerit/twitter-suicidal-intention-dataset/master/twitter-suicidal_data.csv
+- https://www.kaggle.com/datasets/mohanedmashaly/suicide-notes
+- https://www.kaggle.com/datasets/natalialech/suicidal-ideation-on-twitter
 
 The data underwent thorough cleaning and preprocessing before being used for training the model.