1604WQM

1604 WQMProp Model Tuning

Baseline based on preliminary testing: cnn model with cnnsiamese=False. On enttok, trainmodel MRR 0.55, val MRR 0.538, but this was on an older dataset version.

TODO:

• Establish 4-way baseline performance.

• Establish 4-way baseline performance on non-enttok.

• Narrower filters - cdim={1:0.5,2:0.5,3:0.5}.

• Try with attn1511.

• Try without dropout inp_e_dropout=0 dropout=0.

• Try with balance_class=True

• Try with loss='binary_crossentropy'

• Try with dot-product - ptscorer=B.dot_ptscorer.

• Try with smaller batch (let's say 80).