Title: Shared features of L2 writing: Intergroup homogeneity and text classification. Abstract
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Table 6
Precision and Recall Finding (Training and Test Set): L1 and L2
corpus with four indices
Training set
Text set
Precision
Recall
F1
L1
0.479
0.792
0.597
L2
0.941
0.793
0.861
Test set
Text set
Precision
Recall
F1
L1
0.462
0.806
0.587
L2
0.949
0.793
0.864
Table 7
Accuracy of classifying text based on first language (four indices)
First
language
English
Czech
Finnish
German
Spanish
Training set
0.799
0.756
0.735
0.913
0.724
Test set
0.821
0.650
0.780
0.961
0.672
Table 8
Differences in linguistic features between an L1 and L2 writer
Paragraph type
Writer
background
Hypernymy
Polysemy
Stem
overlap
Lexical diversity (
m)
Introduction
English
1.790
4.258
1.000
0.022
Spanish
1.490
2.976
0.000
0.013
Conclusion
English
2.094
5.241
0.857
0.023
Spanish
1.427
2.804
0.200
0.018
1
A lower hypernymy score
relates to less specific words
, while a higher score relates to more specific words.
2
Maas,
as reported by Coh-Metrix
, is reverse-scaled so that lower numbers indicated greater lexical diversity.
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