1
vote
Out-of-Range Target Variable in Sequence-based Machine Learning Model
"Interpolation is easy. Extrapolation is hard."
Extrapolating might be the right thing to do.
But always be suspect of a model that is leading
you to big unexplored regions of the state ...
1
vote
Accepted
How do I use ML models to estimate current stress level based on past data?
Yes, both these scenarios are different.
Estimating Current Stress level - Your target variable here is stress level and features are heart rate and blood pressure. In order to estimate current ...
1
vote
Accepted
How can I approach this transactions data problem?
There are so many things to take into consideration but my answer will focus on some divergent thoughts to help you with your modeling.
1 - I would start by understanding the underlying distribution ...
Only top scored, non community-wiki answers of a minimum length are eligible
Related Tags
time-series × 1869machine-learning × 488
python × 340
lstm × 313
forecasting × 225
deep-learning × 187
keras × 156
classification × 145
rnn × 144
predictive-modeling × 139
regression × 137
neural-network × 132
r × 85
anomaly-detection × 81
statistics × 75
prediction × 72
clustering × 71
tensorflow × 64
forecast × 58
pandas × 54
data-mining × 51
dataset × 49
scikit-learn × 45
arima × 43
feature-engineering × 42