From: Learning Sparse Representations for Fruit-Fly Gene Expression Pattern Image Annotation and Retrieval
Stage range | Number of terms | SVMSpatial+Sparse | SVMSparse | SVMSpatial | SVMGlobal |
---|---|---|---|---|---|
4-6 | 10 | .8284 ± .0321 | .8250 ± .0319 | .8064 ± .0321 | .7984 ± .0320 |
 | 20 | .8310 ± .0286 | .8240 ± .0293 | .8046 ± .0292 | .7965 ± .0302 |
 | 30 | .7982 ± .0408 | .7892 ± .0399 | .7777 ± .0400 | .7635 ± .0405 |
7-8 | 10 | .7808 ± .0285 | .7685 ± .0297 | .7567 ± .0301 | .7472 ± .0293 |
 | 20 | .7734 ± .0431 | .7619 ± .0427 | .7444 ± .0496 | .7309 ± .0484 |
9-10 | 10 | .7917 ± .0260 | .7816 ± .0270 | .7652 ± .0264 | .7538 ± .0265 |
 | 20 | .7971 ± .0335 | .7829 ± .0344 | .7706 ± .0344 | .7476 ± .0349 |
11-12 | 10 | .8526 ± .0248 | .8478 ± .0249 | .8316 ± .0243 | .8257 ± .0240 |
 | 20 | .8574 ± .0206 | .8437 ± .0214 | .8275 ± .0215 | .8091 ± .0228 |
 | 30 | .8275 ± .0252 | .8085 ± .0254 | .7940 ± .0274 | .7673 ± .0268 |
 | 40 | .8193 ± .0290 | .7991 ± .0306 | .7810 ± .0304 | .7560 ± .0321 |
 | 50 | .8084 ± .0351 | .7894 ± .0363 | .7648 ± .0370 | .7426 ± .0382 |
13-16 | 10 | .8807 ± .0221 | .8659 ± .0223 | .8632 ± .0218 | .8398 ± .0225 |
 | 20 | .8504 ± .0172 | .8301 ± .0182 | .8304 ± .0180 | .8001 ± .0177 |
 | 30 | .8344 ± .0197 | .8089 ± .0198 | .8066 ± .0190 | .7713 ± .0198 |
 | 40 | .8175 ± .0196 | .7892 ± .0208 | .7847 ± .0211 | .7496 ± .0223 |
 | 50 | .8038 ± .0249 | .7748 ± .0208 | .7672 ± .0261 | .7340 ± .0271 |
 | 60 | .7947 ± .0282 | .7657 ± .0299 | .7613 ± .0300 | .7281 ± .0310 |