26469
On the basis of these descriptors , a support vector machine - based ( SVM ) classification model was developed and fine - tuned by a 10 - fold cross - validation approach .
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Please list all entity words in the text that fit the category.Output format is "type1: word1; type2: word2". 
Option: Chemical 
Text: {0} 
Answer:
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