Computer scienceData scienceMachine learningEnsemble learning

Random forest

Answer of a regression model

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Imagine, that we have a random forest regression model that has $7$ trees.
We applied this model to a single object and the trees gave the following predictions: $7.693,\ 8.01,\ 7.743,\ 7.87,\ 7.7658,\ 7.832,\ 8.022$ What will be the final answer of the model?

Round it to five digits after the decimal point.

The final answer of the random forest model in the case of regression is the mean of the trees predictions.

Predictions as a Python list

predictions = [7.693, 8.01, 7.743, 7.87, 7.7658, 7.832, 8.022]

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