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. Author manuscript; available in PMC: 2014 Apr 24.
Published in final edited form as: Med Image Comput Comput Assist Interv. 2013;16(0 2):91–98. doi: 10.1007/978-3-642-40763-5_12

Table 2.

Performance of different methods on the KIRC dataset

Method DictionarySize=256 DictionarySize=512 DictionarySize=1024
280 training PSDSPM 97.19 ± 0.49 97.27 ± 0.44 97.08 ± 0.45
PSD [1] 90.72 ± 1.32 90.18 ± 0.88 90.43 ± 0.80
ScSPM [12] 94.52 ± 0.44 96.37 ± 0.45 96.81 ± 0.50
KSPM [2] 93.55 ± 0.31 93.76 ± 0.27 93.90 ± 0.19

140 training PSDSPM 96.80 ± 0.75 96.52 ± 0.76 96.55 ± 0.84
PSD [1] 88.75 ± 0.37 88.93 ± 0.45 87.98 ± 0.86
ScSPM [12] 93.46 ± 0.55 95.68 ± 0.36 96.76 ± 0.63
KSPM [2] 92.50 ± 1.12 93.06 ± 0.82 93.26 ± 0.68

70 training PSDSPM 95.12 ± 0.54 95.13 ± 0.51 95.09 ± 0.40
PSD [1] 87.56 ± 0.78 87.93 ± 0.67 87.13 ± 0.97
ScSPM [12] 91.93 ± 1.00 93.67 ± 0.72 94.86 ± 0.86
KSPM [2] 90.78 ± 0.98 91.34 ± 1.13 91.59 ± 0.97