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train test split example
Manual split into train/test sets
This cheat sheet is one to keep handy as a dog-eared reference in the desk drawer or right next to your working laptop. Camron will take you from beginning to end understanding Tensorflow and deep learning easier with explanations plus the best resources. Google chrome dark mode macos. View Test Prep - Scikit Learn Cheat Sheet Python.pdf from COMPUTER S 101 at Pennsylvania College Of Technology. Python For Data Science Cheat Sheet Scikit-Learn Naive Bayes from sklearn.metrics. Python For Data Science Cheat Sheet Scikit-Learn Learn Python for data science Interactively at www.DataCamp.com Scikit-learn DataCamp Learn Python for Data Science Interactively Loading The Data Also see NumPy & Pandas Scikit-learn is an open source Python library that implements a range of machine learning. Netbeans c++.
Train test split with stratification
Reshape 1-d arrays
DeprecationWarning: Passing 1d arrays as data is deprecated in 0.17 and will raise ValueError in 0.19. Reshape your data either using X.reshape(-1, 1) if your data has a single feature or X.reshape(1, -1) if it contains a single sample. DeprecationWarning)
Quickly calculate evaluation metrics
Algorithm Cheat Sheet Pdf
works also for auc, precision, recall, etc (or all metrics available on the scikit learn docs for metrics)
Cheat Sheet Machine Learning
template: func(y_predictions, y_ground_truth)
Scaling data
Look at this post for more information: Feature Scaling: Quick Introduction and Examples using Scikit-learn
Don't fit testing data - this amounts to data snooping because you're using testing data to drive training
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