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Table 11 Classification results after fusing acoustic- and text-based classifier outputs. Turkish database was used. The results are statistically insignificant except Nmin=3 with German

From: Depression-level assessment from multi-lingual conversational speech data using acoustic and text features

Method Classes Precision Recall F1-score
Baseline Non-depressed 0.61 0.40 0.48
MRMR(3) Depressed 0.72 0.86 0.78
  Average 0.67 0.63 0.63
Fusion Tr+Eng Non-depressed 0.71 0.63 0.67
Nmin=3 Depressed 0.81 0.86 0.83
ml-MRMR(100) Average 0.76 0.75 0.75
Fusion Tr+Ger Non-depressed 0.75 0.55 0.63
Nmin=3 Depressed 0.78 0.90 0.84
ml-MRMR(4) Average 0.76 0.73 0.73
Only Text Non-depressed 0.78 0.40 0.53
Features MRMR(7) Depressed 0.74 0.94 0.83
  Average 0.76 0.67 0.68