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Table 4:
Average ranks for each variant considering the fitness value (MDL), number of EM iterations (EMS), absolute difference between the predicted number of clusters and the real one ( K).
VariantMDLEMS KAverage Ranks
SVD 5.03 3.57 4.99 4.53 
OVER 4.50 4.40 4.79 4.56 
VS 4.63 4.77 5.20 4.87 
PLL 4.31 4.94 4.16 4.47 
VS-OVER 4.56 4.39 4.61 4.52 
VS-PLL 4.01 3.83 3.84 3.90 
OVER-PLL 4.36 4.74 4.86 4.65 
VS-OVER-PLL 4.60 5.36 3.56 4.50 
VariantMDLEMS KAverage Ranks
SVD 5.03 3.57 4.99 4.53 
OVER 4.50 4.40 4.79 4.56 
VS 4.63 4.77 5.20 4.87 
PLL 4.31 4.94 4.16 4.47 
VS-OVER 4.56 4.39 4.61 4.52 
VS-PLL 4.01 3.83 3.84 3.90 
OVER-PLL 4.36 4.74 4.86 4.65 
VS-OVER-PLL 4.60 5.36 3.56 4.50 
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