Data skew problem

[sano176]

Does the configuartion of model_zoo have an option to resolve the data skewing problem that
a small number of categories be misclassified?

[adolphk-yk]

Hi sano, you can try setting weights for different classes in losses for data skewing problem. We provided example configuration file for how to set weights in losses.

[ljshou]

losses": [
{
"type": "CrossEntropyLoss",
"conf": {
"weight": [0.1,0.9],
"size_average": true
},
"inputs": ["output","label"]