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Table 5 Algorithm maximum precision and validation scores according to account and tweet models

From: Hate is in the air! But where? Introducing an algorithm to detect hate speech in digital microenvironments

Model Precision Recall F1-score Fivefold
Account
 Neutral 0.99 0.65 0.79  
 Hate speech 0.03 0.62 0.05  
 Average/total 0.98 0.65 0.78 0.63
Tweet
 Neutral 1.00 0.87 0.93  
 Hate speech 0.09 0.86 0.17  
 Average/total 0.98 0.87 0.92 0.86
  1. Parameters: number of estimators = 1000; maximum depth = 10