ybisk
commented
6 years ago | Model | Train | Val | MostCommon |
|---|---|---|---|
| lstm.sgd.drop0.dim650.lr10.trshdecay4.drop06 | 51.860 | 80.610 | 0.3757 |
| elman.ramsprop.drop0.4.dim850.lr0.002.trshdecay10.wdecay1e5 | 50.240 | 87.270 | 0.3858 |
| rrnn-r.ramsprop.drop0.6.dim800.lr0.002.trshdecay10.wdecay1e5 | 56.370 | 88.910 | 0.3525 |
| rnn-3.ramsprop.drop0.2.dim900.lr0.002.trshdecay10.wdecay1e5 | 77.130 | 107.450 | |
| rnn-2.ramsprop.drop0.5.dim850.lr0.002.trshdecay10.wdecay1e5 | 113.950 | 162.410 | |
| rnn-1.ramsprop.drop02.dim850.lr0.002.trshdecay10.wdecay1e7 | 201.350 | 207.950 | 0.2898 |
| hmm-g none h900 e900 lr0.001 drop0.0 ramsprop wd0.0 pat5 tieE | 195.910 | 243.510 | 0.3977 (max) |
| hmm-new none ramsprop.drop0.dim900.lr0.002.trshdecay10 | 233.220 | 284.590 | |
| hmm+1 none h900 e900 lr0.001 drop0.0 ramsprop wd0.0 pat5 tieE | 208.090 | 287.000 | |
| hmm word h200 e200 lr20.0 drop0.0 sgd wd0.0 pat5 tieE | 210.630 | 288.150 | 0.4354 (marg) |
| hmm-new-c word ramsprop.drop0.dim900.lr0.002.trshdecay10 | 245.420 | 288.620 | |
| hmm-new-rnn-emit none ramsprop.drop0.dim900.lr0.002.trshdecay10 | 202.570 | 299.580 | |
| hmm none h900 e900 lr0.001 drop0.0 ramsprop wd0.0 pat5 tieE | 246.080 | 304.090 | 0.5002 (marg) |
| hmm-new-elman-hmm-emit ramsprop.drop0.dim900.lr0.002.trshdecay10 | 325.140 | 343.040 | |
| hmm+1 word h200 e200 lr10.0 drop0.0 sgd wd0.0 pat5 tieE | 327.890 | 351.530 |