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Table 9 Classification results for German Task. ml-MRMR was used with RCR. There are 56 non-depressed and 44 depressed subjects in the database. Best results are shown in bold. Number of selected features are shown in parenthesis for each case. The improvements are not statistically significant with respect to baseline system

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

Method Classes Precision Recall F1-score
Baseline MRMR(10) Non-depressed 0.76 0.87 0.81
  Depressed 0.80 0.65 0.72
  Average 0.78 0.76 0.77
Ger+Tr Nmin=3 Non-depressed 0.83 0.79 0.81
ml-MRMR(40) Depressed 0.74 0.80 0.77
  Average 0.79 0.80 0.79
Ger+Eng Nmin=5 Non-depressed 0.73 0.78 0.75
ml-MRMR(800) Depressed 0.70 0.63 0.66
  Average 0.72 0.71 0.71
GEMAPS Non-depressed 0.74 0.70 0.72
  Depressed 0.64 0.68 0.66
  Average 0.69 0.69 0.69