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README.md
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- CS2
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- counter-strike
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- Cheat-detection
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- CS2
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- counter-strike
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- Cheat-detection
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# AntiCheatPT_256
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This Model is the best performing transformer-based model from the thesis:
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AntiCheatPT: A Transformer-Based Approach to Cheat Detection in Competitive
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Computer Games by Mille Mei Zhen Loo & Gert Luzkov.
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## Results
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| Metric | Value |
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|-------------|--------|
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| Accuracy | 0.8917 |
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| ROC AUC | 0.9336 |
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| Precision | 0.8513 |
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| Recall | 0.6313 |
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| Specificity | 0.9678 |
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| F1 | 0.7250 |
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## Model architecture
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## Data
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The input data used for this model was the [Context_window_256](https://huggingface.co/datasets/CS2CD/Context_window_256) dataset based on the [CS2CD](https://huggingface.co/datasets/CS2CD/CS2CD.Counter-Strike_2_Cheat_Detection) dataset.
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## Model testing
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## Recommendations for further usage
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