README.md

metadata

title: Code Defect Detection v1
tags:
  - code-defect-detection
  - c
library_name: transformers
datasets:
  - semeru/code-code-DefectDetection

Code Defect Detection v1

Code Defect Detection for C language

Model Sources

• Repository: mrm8488/codebert2codebert-finetuned-code-defect-detection

Dataset

• Repository: semeru/code-code-DefectDetection

Model Evaluation Results

• Evaluation Loss (eval_loss): 0.7605
• Accuracy (eval_accuracy): 66.76%
• Precision (eval_precision): 65.64%
• Recall (eval_recall): 58.01%
• F1 Score (eval_f1): 61.59%
• AUC (eval_auc): 73.52%

Evaluation Runtime

• Model Preparation Time (eval_model_preparation_time): 0.0032 seconds
• Evaluation Runtime (eval_runtime): 83.17 seconds
• Samples per Second (eval_samples_per_second): 32.85
• Steps per Second (eval_steps_per_second): 4.11