Playlist prediction with recurrent neural networks on Cornell Playlist Data Set
Model Name | func | func_1 | func_2 | func_3 | func_4 | func_5 |
---|---|---|---|---|---|---|
SimpleGRU | 29.64% | 42.83% | 59.58% | 70.79% | 77.60% | 82.07% |
BiLSTM | 30.16% | 43.52% | 60.52% | 71.56% | 78.38% | 82.85% |
BiLSTM_with_Attention | 31.42% | 44.32% | 60.75% | 71.85% | 78.36% | 82.65% |
Model Name | func | func_1 | func_2 | func_3 | func_4 | func_5 |
---|---|---|---|---|---|---|
SimpleGRU | 17.55% | 26.16% | 37.59% | 45.82% | 52.10% | 57.11% |
BiLSTM | 18.26% | 27.16% | 39.05% | 47.47% | 53.92% | 59.24% |
BiLSTM_with_Attention | 20.74% | 29.83% | 41.46% | 49.85% | 56.38% | 61.69% |
Model Name | func | func_1 | func_2 | func_3 | func_4 | func_5 |
---|---|---|---|---|---|---|
BiLSTM_with_Attention | 28.50% | 38.85% | 52.79% | 62.27% | 68.63% | 73.63% |
Model Name | Notebook |
---|---|
BiLSTM | Notebook |
SimpleGRU | Notebook |
BiLSTM_with_Attention | Notebook |
Model Name | mae | mse | acc | mape | cosine_proximity | categorical_crossentropy | Details |
---|---|---|---|---|---|---|---|
SimpleGRU | 0.59 | 0.74 | 0.25 | 313.03 | -0.65 | -40.60 | Notebook |
BiLSTM | 0.59 | 0.74 | 0.26 | 499.65 | -0.66 | -37.26 | Notebook |