Sanpedrokir commited on
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Upload Iris classifier model

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  1. iris_classifier.joblib +3 -0
  2. train_model.py +25 -0
iris_classifier.joblib ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:16554128349066b6aa701fcd0de48a6a0561f3d8b3ffcdbd3d43cce3da35064f
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+ size 186913
train_model.py ADDED
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+ from sklearn.datasets import load_iris
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+ from sklearn.ensemble import RandomForestClassifier
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+ from sklearn.model_selection import train_test_split
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+ from sklearn.metrics import accuracy_score
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+ import joblib
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+
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+ iris = load_iris()
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+
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+ X = iris.data
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+ y = iris.target
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+
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+ X_train, X_test, y_train, y_test = train_test_split(
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+ X, y, test_size=0.2, random_state=42
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+ )
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+
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+ model = RandomForestClassifier(random_state=42)
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+ model.fit(X_train, y_train)
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+
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+ predictions = model.predict(X_test)
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+ accuracy = accuracy_score(y_test, predictions)
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+
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+ print("Model accuracy:", accuracy)
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+
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+ joblib.dump(model, "iris_classifier.joblib")
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+ print("Model saved as iris_classifier.joblib")