# 第一步:创建Iris模拟数据集
print("=" * 50)
print(" 数据挖掘进阶实验")
print("=" * 50)
print("🌿 第一步:创建Iris模拟数据集...")
# 三种鸢尾花的数据
setosa = [
[5.1, 3.5, 1.4, 0.2],
[4.9, 3.0, 1.4, 0.2],
[4.7, 3.2, 1.3, 0.2]
]
versicolor = [
[7.0, 3.2, 4.7, 1.4],
[6.4, 3.2, 4.5, 1.5],
[6.9, 3.1, 4.9, 1.5]
]
virginica = [
[6.3, 3.3, 6.0, 2.5],
[5.8, 2.7, 5.1, 1.9],
[7.1, 3.0, 5.9, 2.1]
]
print(f"数据集大小: Setosa({len(setosa)}), Versicolor({len(versicolor)}), Virginica({len(virginica)})")
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