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Build a Mock Random Forest Classifier in Python

Create a simple random-forest-like classifier with random majority voting between trees, including fit, predict, and predict_proba methods.

random forest mock machine learning

Python

import random


class MockRandomForest:
    def __init__(self, n_trees=10, random_state=42):
        self.n_trees = n_trees
        self.random_state = random_state
        self.classes_ = None
        self._class_counts = None
        random.seed(random_state)

    def fit(self, X, y):
        self.classes_ = sorted(…

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