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Table 2: 

Summarization statistics of model performance for the Russian example in Section 7.1.

SamplingModelAvg. F1 for the first data setAvg. F1 across the 50 data setsF1 range across the 50 data setsF1 std. across the 50 data sets% of times as the best model
with replacement Morfessor 34.61 36.52 (34.61, 38.36) 0.76 
0-CRF 58.75 59.59 (57.83, 62.65) 0.87 
1-CRF 74.20 75.38 (73.93, 76.66) 0.65 14 
2-CRF 74.02 75.46 (74.02, 76.68) 0.65 22 
3-CRF 73.71 75.48 (73.71, 76.52) 0.67 14 
4-CRF 74.06 75.54 (74.06, 76.73) 0.68 38 
Seq2seq 74.26 74.86 (73.48, 76.45) 0.85 12 
 
without replacement Morfessor 34.16 36.04 (34.16, 38.17) 0.88 
0-CRF 59.10 59.41 (57.15, 60.95) 0.96 
1-CRF 74.62 75.08 (73.72, 76.72) 0.72 18 
2-CRF 74.53 75.15 (73.75, 76.89) 0.81 16 
3-CRF 74.60 75.18 (73.77, 76.76) 0.79 18 
4-CRF 74.48 75.21 (73.79, 77.14) 0.83 38 
Seq2seq 74.00 74.39 (72.54, 76.99) 0.89 10 
SamplingModelAvg. F1 for the first data setAvg. F1 across the 50 data setsF1 range across the 50 data setsF1 std. across the 50 data sets% of times as the best model
with replacement Morfessor 34.61 36.52 (34.61, 38.36) 0.76 
0-CRF 58.75 59.59 (57.83, 62.65) 0.87 
1-CRF 74.20 75.38 (73.93, 76.66) 0.65 14 
2-CRF 74.02 75.46 (74.02, 76.68) 0.65 22 
3-CRF 73.71 75.48 (73.71, 76.52) 0.67 14 
4-CRF 74.06 75.54 (74.06, 76.73) 0.68 38 
Seq2seq 74.26 74.86 (73.48, 76.45) 0.85 12 
 
without replacement Morfessor 34.16 36.04 (34.16, 38.17) 0.88 
0-CRF 59.10 59.41 (57.15, 60.95) 0.96 
1-CRF 74.62 75.08 (73.72, 76.72) 0.72 18 
2-CRF 74.53 75.15 (73.75, 76.89) 0.81 16 
3-CRF 74.60 75.18 (73.77, 76.76) 0.79 18 
4-CRF 74.48 75.21 (73.79, 77.14) 0.83 38 
Seq2seq 74.00 74.39 (72.54, 76.99) 0.89 10 
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