Row 4611

Row ID: 4611 | Dataset Entry | Axioma AXP Content Repository

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I'm training a simple neutral network with 2 linear and a relu (experimented with dropout layers in the beginning later) but the model is unable to learn or converge. My dataset has a lot of zeros(~97%) and then some values between 0-40(3%). How made make my model learn. Are there any tricks to this? Let me know if there's a better subreddit to post this question as well. Thanks!

FieldValue
text I'm training a simple neutral network with 2 linear and a relu (experimented with dropout layers in the beginning later) but the model is unable to learn or converge. My dataset has a lot of zeros(~97%) and then some values between 0-40(3%). How made make my model learn. Are there any tricks to this? Let me know if there's a better subreddit to post this question as well. Thanks!
label r/neuralnetworks
dataType post
communityName r/neuralnetworks
datetime 2024-04-18
username_encoded Z0FBQUFBQm5LakwxRzdqc01nMUo0OUdreFQzcXl6Y2JoSU1WQTRmR0ZtVW9Rb1lLVk1ZN0FCNktLSmJocV9wRHhVR2V0akNZYVNDZk9vSUdTSlp2TjBUYVFDMVNJOExzazNWcjRMVTFOV2tLZEdpTjBuMHBack09
url_encoded Z0FBQUFBQm5Lak9GWWRYNG1vckk5ckU1dFZHcC03SlJCVUVnSjRSRUVlcTc1U0t2X2o2MFBXVFRaTHBxMEd5a3AzS1RjOS1tbDMtWlRfRTltekQ3RnluMksxUlNKY0dsbVc4NWgyb0NHMWVMMTdMaVdvTG5mLV9wU2VobDBNbGVfX19EN1R2aUVGYUhBQ1BnTXAyMGc1VWFlangxaVFlUzZfa3JOUUM0S0t5VnFPNU5FVUV2VWZKNDhjc1lKSm5PalQ1Q2ZkTFAydUZNUGFhSFFSeDgzNmpHWkU3V2dYNUl6UT09

Raw Record

{
  "text": "I'm training a simple neutral network with 2 linear and a relu (experimented with dropout layers in the beginning later) but the model is unable to learn or converge. My dataset has a lot of zeros(~97%) and then some values between 0-40(3%). How made make my model learn. Are there any tricks to this? Let me know if there's a better subreddit to post this question as well. Thanks! ",
  "label": "r/neuralnetworks",
  "dataType": "post",
  "communityName": "r/neuralnetworks",
  "datetime": "2024-04-18",
  "username_encoded": "Z0FBQUFBQm5LakwxRzdqc01nMUo0OUdreFQzcXl6Y2JoSU1WQTRmR0ZtVW9Rb1lLVk1ZN0FCNktLSmJocV9wRHhVR2V0akNZYVNDZk9vSUdTSlp2TjBUYVFDMVNJOExzazNWcjRMVTFOV2tLZEdpTjBuMHBack09",
  "url_encoded": "Z0FBQUFBQm5Lak9GWWRYNG1vckk5ckU1dFZHcC03SlJCVUVnSjRSRUVlcTc1U0t2X2o2MFBXVFRaTHBxMEd5a3AzS1RjOS1tbDMtWlRfRTltekQ3RnluMksxUlNKY0dsbVc4NWgyb0NHMWVMMTdMaVdvTG5mLV9wU2VobDBNbGVfX19EN1R2aUVGYUhBQ1BnTXAyMGc1VWFlangxaVFlUzZfa3JOUUM0S0t5VnFPNU5FVUV2VWZKNDhjc1lKSm5PalQ1Q2ZkTFAydUZNUGFhSFFSeDgzNmpHWkU3V2dYNUl6UT09"
}
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