Table 10 Top 20 text features recommended by Recursive Feature Elimination (RFE) with the Logistic Regression model and with re-scaling
From: Multimodal machine learning for language and speech markers identification in mental health
Feature | Feature type |
|---|---|
posemo | LIWC category |
anx | LIWC category |
sad | LIWC category |
death | LIWC category |
glove_dim_9 | GloVe embeddings |
glove_dim_63 | GloVe embeddings |
glove_dim_64 | GloVe embeddings |
glove_dim_71 | GloVe embeddings |
VBG_Count | POS-Tag counts |
RB_Count | POS-Tag counts |
glove_dim_33 | GloVe embeddings |
glove_dim_46 | GloVe embeddings |
glove_dim_87 | GloVe embeddings |
JJR_Count | POS-Tag counts |
WP_Count | POS-Tag counts |
glove_dim_10 | GloVe embeddings |
glove_dim_36 | GloVe embeddings |
glove_dim_83 | GloVe embeddings |
glove_dim_89 | GloVe embeddings |
RBS_Count | POS-Tag counts |