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Table 11 

Results of classification of argument components in the cross-domain 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 (4) and others are statistically significant (p < 0.001; paired exact Liddell's test).

Feature set combinations
Domain0010120123012341234234344
HS 0.087 0.063 0.044 0.106 0.072 0.075 0.065 0.063 0.197 
MS 0.072 0.060 0.070 0.058 0.038 0.062 0.045 0.060 0.188 
PIS 0.078 0.073 0.083 0.074 0.086 0.073 0.096 0.081 0.166 
PPS 0.070 0.059 0.070 0.132 0.059 0.062 0.071 0.067 0.203 
RS 0.067 0.067 0.082 0.110 0.097 0.092 0.075 0.075 0.257 
SSE 0.092 0.089 0.066 0.036 0.120 0.091 0.071 0.066 0.194 
 
 
Aggregated 0.079 0.086 0.072 0.122 0.094 0.088 0.089 0.076 0.209 
Feature set combinations
Domain0010120123012341234234344
HS 0.087 0.063 0.044 0.106 0.072 0.075 0.065 0.063 0.197 
MS 0.072 0.060 0.070 0.058 0.038 0.062 0.045 0.060 0.188 
PIS 0.078 0.073 0.083 0.074 0.086 0.073 0.096 0.081 0.166 
PPS 0.070 0.059 0.070 0.132 0.059 0.062 0.071 0.067 0.203 
RS 0.067 0.067 0.082 0.110 0.097 0.092 0.075 0.075 0.257 
SSE 0.092 0.089 0.066 0.036 0.120 0.091 0.071 0.066 0.194 
 
 
Aggregated 0.079 0.086 0.072 0.122 0.094 0.088 0.089 0.076 0.209 
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