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Fig. 3 | BMC Gastroenterology

Fig. 3

From: Development and validation of a novel diagnostic model for initially clinical diagnosed gastrointestinal stromal tumors using an extreme gradient-boosting machine

Fig. 3

Prediction in individual scale. Inputting the data of two patients into this model yielded individualized results. The length of the square indicates the impact on the outcome. Green indicates “GIST”, while red indicates “Other SMT”. The final prediction result is compared with 0.684. A prediction value higher than 0.684 is predicted as “GIST”, while lower than 0.684 is diagnosed as “Other SMT”. The prediction result of patient 1 (a) in this model is “GIST”, and patient 2 (b) is “Other SMT”

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