Top features using all data, ordered by absolute correlation r with TIB class, with LR p-values.
| Feature Name . | r . | LR p-value . |
|---|---|---|
| Number of Pronouns :: Number of Pronouns and Nouns | 0.42812 | < 0.001 |
| Mean Noun Imageability | −0.33533 | 0.395 |
| Mean Noun Familiarity | −0.32535 | 0.0127 |
| Average WordNet Depth (i.e., word specificity §6) | −0.31758 | < 0.001 |
| NP → PRP | 0.31205 | 0.560 |
| Number of Nouns | −0.31170 | < 0.001 |
| Number of Nouns :: Number of Nouns and Verbs | −0.30733 | 0.353 |
| Mean Imageability | −0.30579 | 0.187 |
| Mean Age of Acquisition | −0.27172 | 0.00721 |
| Number of Demonstratives :: Number of Words | 0.26869 | < 0.001 |
| WHNP → WP (wh-NP with an NP GAP → wh-pronoun) | 0.26614 | < 0.001 |
| Cue words (§6) | 0.25988 | 0.641 |
| Number of Nouns :: Number of Words | − 0.25929 | 0.0411 |
| NP → DT NN | −0.25321 | < 0.001 |
| Number of Complex T-units :: Number of T-units | 0.24475 | 0.00231 |
| Number of Dependent Clauses | 0.24265 | 0.00131 |
| Noun Imageability | − 0.24141 | 0.456 |
| Semantic Similarity (§6) | −0.23932 | 0.633 |
| Number of Dependent Clauses :: Number of T-units | 0.23818 | 0.0483 |
| Number of Complex T-units | 0.23598 | 0.0694 |
| Feature Name . | r . | LR p-value . |
|---|---|---|
| Number of Pronouns :: Number of Pronouns and Nouns | 0.42812 | < 0.001 |
| Mean Noun Imageability | −0.33533 | 0.395 |
| Mean Noun Familiarity | −0.32535 | 0.0127 |
| Average WordNet Depth (i.e., word specificity §6) | −0.31758 | < 0.001 |
| NP → PRP | 0.31205 | 0.560 |
| Number of Nouns | −0.31170 | < 0.001 |
| Number of Nouns :: Number of Nouns and Verbs | −0.30733 | 0.353 |
| Mean Imageability | −0.30579 | 0.187 |
| Mean Age of Acquisition | −0.27172 | 0.00721 |
| Number of Demonstratives :: Number of Words | 0.26869 | < 0.001 |
| WHNP → WP (wh-NP with an NP GAP → wh-pronoun) | 0.26614 | < 0.001 |
| Cue words (§6) | 0.25988 | 0.641 |
| Number of Nouns :: Number of Words | − 0.25929 | 0.0411 |
| NP → DT NN | −0.25321 | < 0.001 |
| Number of Complex T-units :: Number of T-units | 0.24475 | 0.00231 |
| Number of Dependent Clauses | 0.24265 | 0.00131 |
| Noun Imageability | − 0.24141 | 0.456 |
| Semantic Similarity (§6) | −0.23932 | 0.633 |
| Number of Dependent Clauses :: Number of T-units | 0.23818 | 0.0483 |
| Number of Complex T-units | 0.23598 | 0.0694 |