traindatalabelsoccam'srazorclusteringGauss-MarkovtheoremclassificationlinearregressionmodelRsquaredmetrictrainerrortesterrorresidualslearningalgorithmdoubledescentclassificationtestdatapythonreinforcementlearningunderfittingblackboxbias-variancetradeoffunsupervisedlearningfeaturessupervisedlearningoverfittingtraindatalabelsoccam'srazorclusteringGauss-MarkovtheoremclassificationlinearregressionmodelRsquaredmetrictrainerrortesterrorresidualslearningalgorithmdoubledescentclassificationtestdatapythonreinforcementlearningunderfittingblackboxbias-variancetradeoffunsupervisedlearningfeaturessupervisedlearningoverfitting

Machine Learning Bingo - Call List

(Print) Use this randomly generated list as your call list when playing the game. There is no need to say the BINGO column name. Place some kind of mark (like an X, a checkmark, a dot, tally mark, etc) on each cell as you announce it, to keep track. You can also cut out each item, place them in a bag and pull words from the bag.


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  1. train data
  2. labels
  3. occam's razor
  4. clustering
  5. Gauss-Markov theorem
  6. classification
  7. linear regression model
  8. R squared metric
  9. train error
  10. test error
  11. residuals
  12. learning algorithm
  13. double descent
  14. classification
  15. test data
  16. python
  17. reinforcement learning
  18. underfitting
  19. blackbox
  20. bias-variance tradeoff
  21. unsupervised learning
  22. features
  23. supervised learning
  24. overfitting