model_testing_special_ascii_detection_all.txt

Testing Llama32:
              precision    recall  f1-score   support

       False       0.52      0.82      0.64       125
        True       0.58      0.26      0.36       125

    accuracy                           0.54       250
   macro avg       0.55      0.54      0.50       250
weighted avg       0.55      0.54      0.50       250


Testing Llama32:
              precision    recall  f1-score   support

       False       0.57      0.75      0.65       125
        True       0.63      0.42      0.51       125

    accuracy                           0.59       250
   macro avg       0.60      0.59      0.58       250
weighted avg       0.60      0.59      0.58       250


Testing Llama32:
              precision    recall  f1-score   support

       False       0.51      0.72      0.59       125
        True       0.51      0.30      0.38       125

    accuracy                           0.51       250
   macro avg       0.51      0.51      0.48       250
weighted avg       0.51      0.51      0.48       250


Testing Llama32:
              precision    recall  f1-score   support

       False       0.54      0.76      0.63       125
        True       0.59      0.34      0.43       125

    accuracy                           0.55       250
   macro avg       0.56      0.55      0.53       250
weighted avg       0.56      0.55      0.53       250


Testing Llama32:
              precision    recall  f1-score   support

       False       0.61      0.76      0.68       125
        True       0.68      0.52      0.59       125

    accuracy                           0.64       250
   macro avg       0.65      0.64      0.63       250
weighted avg       0.65      0.64      0.63       250


Testing Llama32:
              precision    recall  f1-score   support

       False       0.55      0.78      0.64       125
        True       0.62      0.36      0.45       125

    accuracy                           0.57       250
   macro avg       0.58      0.57      0.55       250
weighted avg       0.58      0.57      0.55       250


Testing Llama32:
              precision    recall  f1-score   support

       False       0.58      0.83      0.68       125
        True       0.70      0.40      0.51       125

    accuracy                           0.62       250
   macro avg       0.64      0.62      0.60       250
weighted avg       0.64      0.62      0.60       250


Testing Llama32:
              precision    recall  f1-score   support

       False       0.62      0.80      0.70       125
        True       0.72      0.52      0.60       125

    accuracy                           0.66       250
   macro avg       0.67      0.66      0.65       250
weighted avg       0.67      0.66      0.65       250


Testing Llama32:
              precision    recall  f1-score   support

       False       0.61      0.82      0.70       125
        True       0.72      0.47      0.57       125

    accuracy                           0.64       250
   macro avg       0.66      0.64      0.63       250
weighted avg       0.66      0.64      0.63       250


Testing Llama32:
              precision    recall  f1-score   support

       False       0.66      0.74      0.69       125
        True       0.70      0.62      0.66       125

    accuracy                           0.68       250
   macro avg       0.68      0.68      0.67       250
weighted avg       0.68      0.68      0.67       250


Testing Llama32:
              precision    recall  f1-score   support

       False       0.56      0.78      0.65       125
        True       0.63      0.38      0.48       125

    accuracy                           0.58       250
   macro avg       0.59      0.58      0.56       250
weighted avg       0.59      0.58      0.56       250


Testing Llama32:
              precision    recall  f1-score   support

       False       0.53      0.74      0.62       125
        True       0.58      0.35      0.44       125

    accuracy                           0.55       250
   macro avg       0.56      0.55      0.53       250
weighted avg       0.56      0.55      0.53       250


Testing Llama32:
              precision    recall  f1-score   support

       False       0.58      0.79      0.67       125
        True       0.68      0.43      0.53       125

    accuracy                           0.61       250
   macro avg       0.63      0.61      0.60       250
weighted avg       0.63      0.61      0.60       250


Testing Llama31:
              precision    recall  f1-score   support

       False       0.51      0.79      0.62       125
        True       0.53      0.23      0.32       125

    accuracy                           0.51       250
   macro avg       0.52      0.51      0.47       250
weighted avg       0.52      0.51      0.47       250


Testing Llama31:
              precision    recall  f1-score   support

       False       0.97      0.83      0.90       125
        True       0.85      0.98      0.91       125

    accuracy                           0.90       250
   macro avg       0.91      0.90      0.90       250
weighted avg       0.91      0.90      0.90       250


Testing Llama31:
              precision    recall  f1-score   support

       False       0.58      0.79      0.67       125
        True       0.67      0.42      0.52       125

    accuracy                           0.61       250
   macro avg       0.62      0.61      0.59       250
weighted avg       0.62      0.61      0.59       250


Testing Llama31:
              precision    recall  f1-score   support

       False       0.55      0.82      0.66       125
        True       0.65      0.32      0.43       125

    accuracy                           0.57       250
   macro avg       0.60      0.57      0.54       250
weighted avg       0.60      0.57      0.54       250


Testing Llama31:
              precision    recall  f1-score   support

       False       0.89      0.86      0.87       125
        True       0.86      0.90      0.88       125

    accuracy                           0.88       250
   macro avg       0.88      0.88      0.88       250
weighted avg       0.88      0.88      0.88       250


Testing Llama31:
              precision    recall  f1-score   support

       False       0.61      0.82      0.70       125
        True       0.72      0.48      0.58       125

    accuracy                           0.65       250
   macro avg       0.67      0.65      0.64       250
weighted avg       0.67      0.65      0.64       250


Testing Llama31:
              precision    recall  f1-score   support

       False       0.56      0.82      0.66       125
        True       0.66      0.36      0.47       125

    accuracy                           0.59       250
   macro avg       0.61      0.59      0.57       250
weighted avg       0.61      0.59      0.57       250


Testing Llama31:
              precision    recall  f1-score   support

       False       0.51      0.83      0.64       125
        True       0.56      0.22      0.31       125

    accuracy                           0.52       250
   macro avg       0.54      0.52      0.47       250
weighted avg       0.54      0.52      0.47       250


Testing Llama31:
              precision    recall  f1-score   support

       False       0.60      0.79      0.69       125
        True       0.70      0.48      0.57       125

    accuracy                           0.64       250
   macro avg       0.65      0.64      0.63       250
weighted avg       0.65      0.64      0.63       250


Testing Llama31:
              precision    recall  f1-score   support

       False       0.72      0.83      0.77       125
        True       0.80      0.68      0.74       125

    accuracy                           0.76       250
   macro avg       0.76      0.76      0.75       250
weighted avg       0.76      0.76      0.75       250


Testing Llama31:
              precision    recall  f1-score   support

       False       0.48      0.82      0.61       125
        True       0.39      0.12      0.18       125

    accuracy                           0.47       250
   macro avg       0.44      0.47      0.39       250
weighted avg       0.44      0.47      0.39       250


Testing Llama31:
              precision    recall  f1-score   support

       False       0.58      0.82      0.68       125
        True       0.68      0.40      0.51       125

    accuracy                           0.61       250
   macro avg       0.63      0.61      0.59       250
weighted avg       0.63      0.61      0.59       250


Testing Llama31:
              precision    recall  f1-score   support

       False       0.56      0.84      0.67       125
        True       0.68      0.34      0.45       125

    accuracy                           0.59       250
   macro avg       0.62      0.59      0.56       250
weighted avg       0.62      0.59      0.56       250


Testing Phi3:
              precision    recall  f1-score   support

       False       0.50      1.00      0.67       125
        True       0.00      0.00      0.00       125

    accuracy                           0.50       250
   macro avg       0.25      0.50      0.33       250
weighted avg       0.25      0.50      0.33       250


Testing Phi3:
              precision    recall  f1-score   support

       False       0.60      1.00      0.75       125
        True       1.00      0.32      0.48       125

    accuracy                           0.66       250
   macro avg       0.80      0.66      0.62       250
weighted avg       0.80      0.66      0.62       250


Testing Phi3:
              precision    recall  f1-score   support

       False       0.50      1.00      0.67       125
        True       0.00      0.00      0.00       125

    accuracy                           0.50       250
   macro avg       0.25      0.50      0.33       250
weighted avg       0.25      0.50      0.33       250


Testing Phi3:
              precision    recall  f1-score   support

       False       1.00      1.00      1.00       125
        True       1.00      1.00      1.00       125

    accuracy                           1.00       250
   macro avg       1.00      1.00      1.00       250
weighted avg       1.00      1.00      1.00       250


Testing Phi3:
              precision    recall  f1-score   support

       False       0.96      1.00      0.98       125
        True       1.00      0.96      0.98       125

    accuracy                           0.98       250
   macro avg       0.98      0.98      0.98       250
weighted avg       0.98      0.98      0.98       250


Testing Phi3:
              precision    recall  f1-score   support

       False       0.86      1.00      0.93       125
        True       1.00      0.84      0.91       125

    accuracy                           0.92       250
   macro avg       0.93      0.92      0.92       250
weighted avg       0.93      0.92      0.92       250


Testing Phi3:
              precision    recall  f1-score   support

       False       0.61      1.00      0.76       125
        True       1.00      0.36      0.53       125

    accuracy                           0.68       250
   macro avg       0.80      0.68      0.64       250
weighted avg       0.80      0.68      0.64       250


Testing Phi3:
              precision    recall  f1-score   support

       False       0.96      1.00      0.98       125
        True       1.00      0.96      0.98       125

    accuracy                           0.98       250
   macro avg       0.98      0.98      0.98       250
weighted avg       0.98      0.98      0.98       250


Testing Phi3:
              precision    recall  f1-score   support

       False       1.00      1.00      1.00       125
        True       1.00      1.00      1.00       125

    accuracy                           1.00       250
   macro avg       1.00      1.00      1.00       250
weighted avg       1.00      1.00      1.00       250


Testing Phi3:
              precision    recall  f1-score   support

       False       1.00      1.00      1.00       125
        True       1.00      1.00      1.00       125

    accuracy                           1.00       250
   macro avg       1.00      1.00      1.00       250
weighted avg       1.00      1.00      1.00       250


Testing Phi3:
              precision    recall  f1-score   support

       False       0.64      1.00      0.78       125
        True       1.00      0.44      0.61       125

    accuracy                           0.72       250
   macro avg       0.82      0.72      0.70       250
weighted avg       0.82      0.72      0.70       250


Testing Phi3:
              precision    recall  f1-score   support

       False       1.00      1.00      1.00       125
        True       1.00      1.00      1.00       125

    accuracy                           1.00       250
   macro avg       1.00      1.00      1.00       250
weighted avg       1.00      1.00      1.00       250


Testing Phi3:
              precision    recall  f1-score   support

       False       0.56      1.00      0.71       125
        True       1.00      0.20      0.33       125

    accuracy                           0.60       250
   macro avg       0.78      0.60      0.52       250
weighted avg       0.78      0.60      0.52       250


Testing Gemma2:
              precision    recall  f1-score   support

       False       1.00      1.00      1.00       125
        True       1.00      1.00      1.00       125

    accuracy                           1.00       250
   macro avg       1.00      1.00      1.00       250
weighted avg       1.00      1.00      1.00       250


Testing Gemma2:
              precision    recall  f1-score   support

       False       1.00      1.00      1.00       125
        True       1.00      1.00      1.00       125

    accuracy                           1.00       250
   macro avg       1.00      1.00      1.00       250
weighted avg       1.00      1.00      1.00       250


Testing Gemma2:
              precision    recall  f1-score   support

       False       1.00      1.00      1.00       125
        True       1.00      1.00      1.00       125

    accuracy                           1.00       250
   macro avg       1.00      1.00      1.00       250
weighted avg       1.00      1.00      1.00       250


Testing Gemma2:
              precision    recall  f1-score   support

       False       1.00      1.00      1.00       125
        True       1.00      1.00      1.00       125

    accuracy                           1.00       250
   macro avg       1.00      1.00      1.00       250
weighted avg       1.00      1.00      1.00       250


Testing Gemma2:
              precision    recall  f1-score   support

       False       1.00      1.00      1.00       125
        True       1.00      1.00      1.00       125

    accuracy                           1.00       250
   macro avg       1.00      1.00      1.00       250
weighted avg       1.00      1.00      1.00       250


Testing Gemma2:
              precision    recall  f1-score   support

       False       1.00      1.00      1.00       125
        True       1.00      1.00      1.00       125

    accuracy                           1.00       250
   macro avg       1.00      1.00      1.00       250
weighted avg       1.00      1.00      1.00       250


Testing Gemma2:
              precision    recall  f1-score   support

       False       1.00      1.00      1.00       125
        True       1.00      1.00      1.00       125

    accuracy                           1.00       250
   macro avg       1.00      1.00      1.00       250
weighted avg       1.00      1.00      1.00       250


Testing Gemma2:
              precision    recall  f1-score   support

       False       0.81      1.00      0.89       125
        True       1.00      0.76      0.86       125

    accuracy                           0.88       250
   macro avg       0.90      0.88      0.88       250
weighted avg       0.90      0.88      0.88       250


Testing Gemma2:
              precision    recall  f1-score   support

       False       1.00      1.00      1.00       125
        True       1.00      1.00      1.00       125

    accuracy                           1.00       250
   macro avg       1.00      1.00      1.00       250
weighted avg       1.00      1.00      1.00       250


Testing Gemma2:
              precision    recall  f1-score   support

       False       1.00      1.00      1.00       125
        True       1.00      1.00      1.00       125

    accuracy                           1.00       250
   macro avg       1.00      1.00      1.00       250
weighted avg       1.00      1.00      1.00       250


Testing Gemma2:
              precision    recall  f1-score   support

       False       1.00      1.00      1.00       125
        True       1.00      1.00      1.00       125

    accuracy                           1.00       250
   macro avg       1.00      1.00      1.00       250
weighted avg       1.00      1.00      1.00       250


Testing Gemma2:
              precision    recall  f1-score   support

       False       1.00      1.00      1.00       125
        True       1.00      1.00      1.00       125

    accuracy                           1.00       250
   macro avg       1.00      1.00      1.00       250
weighted avg       1.00      1.00      1.00       250


Testing Gemma2:
              precision    recall  f1-score   support

       False       1.00      1.00      1.00       125
        True       1.00      1.00      1.00       125

    accuracy                           1.00       250
   macro avg       1.00      1.00      1.00       250
weighted avg       1.00      1.00      1.00       250


Testing Mistral:
              precision    recall  f1-score   support

       False       0.50      1.00      0.67       125
        True       0.00      0.00      0.00       125

    accuracy                           0.50       250
   macro avg       0.25      0.50      0.33       250
weighted avg       0.25      0.50      0.33       250


Testing Mistral:
              precision    recall  f1-score   support

       False       0.50      1.00      0.67       125
        True       0.00      0.00      0.00       125

    accuracy                           0.50       250
   macro avg       0.25      0.50      0.33       250
weighted avg       0.25      0.50      0.33       250


Testing Mistral:
              precision    recall  f1-score   support

       False       0.50      1.00      0.67       125
        True       0.00      0.00      0.00       125

    accuracy                           0.50       250
   macro avg       0.25      0.50      0.33       250
weighted avg       0.25      0.50      0.33       250


Testing Mistral:
              precision    recall  f1-score   support

       False       0.50      1.00      0.67       125
        True       0.00      0.00      0.00       125

    accuracy                           0.50       250
   macro avg       0.25      0.50      0.33       250
weighted avg       0.25      0.50      0.33       250


Testing Mistral:
              precision    recall  f1-score   support

       False       0.50      1.00      0.67       125
        True       0.00      0.00      0.00       125

    accuracy                           0.50       250
   macro avg       0.25      0.50      0.33       250
weighted avg       0.25      0.50      0.33       250


Testing Mistral:
              precision    recall  f1-score   support

       False       0.57      1.00      0.72       125
        True       1.00      0.24      0.39       125

    accuracy                           0.62       250
   macro avg       0.78      0.62      0.56       250
weighted avg       0.78      0.62      0.56       250


Testing Mistral:
              precision    recall  f1-score   support

       False       0.50      1.00      0.67       125
        True       0.00      0.00      0.00       125

    accuracy                           0.50       250
   macro avg       0.25      0.50      0.33       250
weighted avg       0.25      0.50      0.33       250


Testing Mistral:
              precision    recall  f1-score   support

       False       0.51      1.00      0.68       125
        True       1.00      0.04      0.08       125

    accuracy                           0.52       250
   macro avg       0.76      0.52      0.38       250
weighted avg       0.76      0.52      0.38       250


Testing Mistral:
              precision    recall  f1-score   support

       False       0.51      1.00      0.68       125
        True       1.00      0.04      0.08       125

    accuracy                           0.52       250
   macro avg       0.76      0.52      0.38       250
weighted avg       0.76      0.52      0.38       250


Testing Mistral:
              precision    recall  f1-score   support

       False       0.52      1.00      0.68       125
        True       1.00      0.08      0.15       125

    accuracy                           0.54       250
   macro avg       0.76      0.54      0.42       250
weighted avg       0.76      0.54      0.42       250


Testing Mistral:
              precision    recall  f1-score   support

       False       0.50      1.00      0.67       125
        True       0.00      0.00      0.00       125

    accuracy                           0.50       250
   macro avg       0.25      0.50      0.33       250
weighted avg       0.25      0.50      0.33       250


Testing Mistral:
              precision    recall  f1-score   support

       False       0.57      1.00      0.72       125
        True       1.00      0.24      0.39       125

    accuracy                           0.62       250
   macro avg       0.78      0.62      0.56       250
weighted avg       0.78      0.62      0.56       250


Testing Mistral:
              precision    recall  f1-score   support

       False       0.51      1.00      0.68       125
        True       1.00      0.04      0.08       125

    accuracy                           0.52       250
   macro avg       0.76      0.52      0.38       250
weighted avg       0.76      0.52      0.38       250