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Table 10 

Results of classification of argument components in the in-domain cross-validation scenario. Macro-F1 scores reported, bold numbers denote the best results. HS = homeschooling, MS = mainstreaming; PIS = prayer in schools; PPS = private vs. public schools; RS = redshirting; SSE = single sex education. Results in the aggregated row are computed from an aggregated confusion matrix over all domains. The differences between the best feature set combination (01234) and others are statistically significant (p < 0.001; paired exact Liddell's test).

Feature set combinations
Domain0010120123012341234234344
HS 0.134 0.162 0.167 0.165 0.187 0.176 0.205 0.203 0.193 
MS 0.072 0.123 0.138 0.151 0.198 0.216 0.165 0.190 0.226 
PIS 0.152 0.174 0.178 0.168 0.212 0.192 0.175 0.177 0.181 
PPS 0.235 0.233 0.230 0.240 0.265 0.250 0.239 0.250 0.243 
RS 0.090 0.156 0.156 0.144 0.195 0.201 0.204 0.190 0.225 
SSE 0.141 0.176 0.200 0.185 0.206 0.216 0.189 0.202 0.201 
 
Aggregated 0.182 0.200 0.205 0.206 0.236 0.230 0.218 0.228 0.229 
Feature set combinations
Domain0010120123012341234234344
HS 0.134 0.162 0.167 0.165 0.187 0.176 0.205 0.203 0.193 
MS 0.072 0.123 0.138 0.151 0.198 0.216 0.165 0.190 0.226 
PIS 0.152 0.174 0.178 0.168 0.212 0.192 0.175 0.177 0.181 
PPS 0.235 0.233 0.230 0.240 0.265 0.250 0.239 0.250 0.243 
RS 0.090 0.156 0.156 0.144 0.195 0.201 0.204 0.190 0.225 
SSE 0.141 0.176 0.200 0.185 0.206 0.216 0.189 0.202 0.201 
 
Aggregated 0.182 0.200 0.205 0.206 0.236 0.230 0.218 0.228 0.229 
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