classification report threshold 0.1 precision recall f1-score support
accepted 0.97 0.75 0.85 8872
rejected 0.37 0.88 0.52 1505
accuracy 0.77 10377
macro avg 0.67 0.81 0.68 10377 weighted avg 0.89 0.77 0.80 10377
classification report threshold 0.2 precision recall f1-score support
accepted 0.96 0.84 0.90 8872
rejected 0.46 0.79 0.58 1505
accuracy 0.83 10377
macro avg 0.71 0.81 0.74 10377 weighted avg 0.89 0.83 0.85 10377
classification report threshold 0.3 precision recall f1-score support
accepted 0.95 0.90 0.92 8872
rejected 0.53 0.70 0.61 1505
accuracy 0.87 10377
macro avg 0.74 0.80 0.76 10377 weighted avg 0.89 0.87 0.88 10377
classification report threshold 0.4 precision recall f1-score support
accepted 0.93 0.93 0.93 8872
rejected 0.60 0.60 0.60 1505
accuracy 0.88 10377
macro avg 0.76 0.77 0.77 10377 weighted avg 0.88 0.88 0.88 10377
classification report threshold 0.5 precision recall f1-score support
accepted 0.92 0.96 0.94 8872
rejected 0.66 0.51 0.58 1505
accuracy 0.89 10377
macro avg 0.79 0.73 0.76 10377 weighted avg 0.88 0.89 0.89 10377
classification report threshold 0.6 precision recall f1-score support
accepted 0.91 0.97 0.94 8872
rejected 0.73 0.42 0.53 1505
accuracy 0.89 10377
macro avg 0.82 0.70 0.74 10377 weighted avg 0.88 0.89 0.88 10377
classification report threshold 0.7 precision recall f1-score support
accepted 0.90 0.99 0.94 8872
rejected 0.79 0.32 0.46 1505
accuracy 0.89 10377
macro avg 0.84 0.65 0.70 10377 weighted avg 0.88 0.89 0.87 10377
classification report threshold 0.8 precision recall f1-score support
accepted 0.88 0.99 0.93 8872
rejected 0.84 0.22 0.35 1505
accuracy 0.88 10377
macro avg 0.86 0.61 0.64 10377 weighted avg 0.88 0.88 0.85 10377
classification report threshold 0.9 precision recall f1-score support
accepted 0.87 1.00 0.93 8872
rejected 0.87 0.10 0.18 1505
accuracy 0.87 10377
macro avg 0.87 0.55 0.56 10377 weighted avg 0.87 0.87 0.82 10377