Tag gradient-descent - This is page 37 - GeneraCodice

How does LightGBM deal with value scale?

https://www.generacodice.com/en/articolo/1489059/how-does-lightgbm-deal-with-value-scale
  regression  -  gradient-descent  -  xgboost
datascience.stackexchange datascience.stackexchange

Feature Normalization/Scaling: Prediction Step

https://www.generacodice.com/en/articolo/1148948/feature-normalization-scaling-prediction-step
  linear-regression  -  prediction  -  gradient-descent  -  feature-scaling
datascience.stackexchange datascience.stackexchange

Why does gradient descent gives me much better Relative Squared Error then the Least Squares approach?

https://www.generacodice.com/en/articolo/1148582/why-does-gradient-descent-gives-me-much-better-relative-squared-error-then-the-least-squares-approach
  machine-learning  -  deep-learning  -  gradient-descent
datascience.stackexchange datascience.stackexchange

Unstable accuracy of CNN - When should I stop training?

https://www.generacodice.com/en/articolo/1140066/unstable-accuracy-of-cnn-when-should-i-stop-training
  neural-network  -  classification  -  accuracy  -  gradient-descent  -  overfitting
datascience.stackexchange datascience.stackexchange

Constructing a Maximum Entropy Classifier for Sentence Extraction

https://www.generacodice.com/en/articolo/1138221/constructing-a-maximum-entropy-classifier-for-sentence-extraction
  nlp  -  machine-learning  -  text-mining  -  gradient-descent
datascience.stackexchange datascience.stackexchange

Should weights on earlier layers change less than weights on later layers in a neural network

https://www.generacodice.com/en/articolo/1137475/should-weights-on-earlier-layers-change-less-than-weights-on-later-layers-in-a-neural-network
  neural-network  -  gradient-descent
datascience.stackexchange datascience.stackexchange

Why is stochastic gradient descent so much worse than batch GD for MNIST task?

https://www.generacodice.com/en/articolo/1128529/why-is-stochastic-gradient-descent-so-much-worse-than-batch-gd-for-mnist-task
  neural-network  -  gradient-descent  -  tensorflow
datascience.stackexchange datascience.stackexchange

Why isn't leaky ReLU always preferable to ReLU given the zero gradient for x<0?

https://www.generacodice.com/en/articolo/1127989/why-isn-t-leaky-relu-always-preferable-to-relu-given-the-zero-gradient-for-x-0
  neural-network  -  gradient-descent
datascience.stackexchange datascience.stackexchange

Benefits of stochastic gradient descent besides speed/overhead and their optimization

https://www.generacodice.com/en/articolo/1127909/benefits-of-stochastic-gradient-descent-besides-speed-overhead-and-their-optimization
  neural-network  -  gradient-descent
datascience.stackexchange datascience.stackexchange

My ADALINE model using Gradient Descent is increasing error on each iteration

https://www.generacodice.com/en/articolo/1126241/my-adaline-model-using-gradient-descent-is-increasing-error-on-each-iteration
  python  -  machine-learning  -  classification  -  gradient-descent
datascience.stackexchange datascience.stackexchange
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