Table 4 Average imputation accuracies on the three density mouse datasets
Methods: | Npute | NN | WNN | fPH | SVM | NeuN | MC | BL |
|---|---|---|---|---|---|---|---|---|
0.01-0.5% | .8363 | .8977 | .8960 | .8655 | .8534 | .8357 | .8278 | .8106 |
0.01-1% | .8554 | .9068 | .9079 | .8898 | .8517 | .8371 | .8322 | .8088 |
0.01-2% | .8542 | .9023 | .9006 | .8932 | .8588 | .8445 | .8322 | .8121 |
0.01-5% | .8462 | .8940 | .8955 | .8898 | .8573 | .8436 | .8347 | .8162 |
0.01-10% | .8406 | .8861 | .8865 | .8854 | .8470 | .8354 | .8283 | .8120 |
0.01-20% | .8281 | .8668 | .8639 | .8712 | .8366 | .8268 | .8231 | .8118 |
0.1-0.5% | .8708 | .9247 | .9236 | .9237 | .8831 | .8680 | .8647 | .8215 |
0.1-1% | .8685 | .9283 | .9267 | .9296 | .8850 | .8697 | .8634 | .8203 |
0.1-2% | .8672 | .9241 | .9240 | .9269 | .8810 | .8636 | .8578 | .8159 |
0.1-5% | .8655 | .9201 | .9212 | .9252 | .8796 | .8611 | .8571 | .8160 |
0.1-10% | .8617 | .9140 | .9139 | .9212 | .8741 | .8553 | .8527 | .8158 |
0.1-20% | .8541 | .9015 | .8986 | .9112 | .8598 | .8426 | .8426 | .8136 |
1-0.5% | .8825 | .9405 | .9377 | .9434 | .9032 | .8898 | .8723 | .8152 |
1-1% | .8814 | .9392 | .9373 | .9432 | .9023 | .8896 | .8742 | .8169 |
1-2% | .8806 | .9381 | .9364 | .9426 | .8986 | .8885 | .8730 | .8171 |
1-5% | .8788 | .9358 | .9334 | .9408 | .6215 | .8845 | .8703 | .8166 |
1-10% | .8763 | .9317 | .9280 | .9375 | .8377 | .8777 | .8657 | .8167 |
1-20% | .8695 | .9223 | .9156 | .9290 | .7365 | .8621 | .8553 | .8151 |