From fde5e675cf8b06cd748410b3a469750fb3f8a689 Mon Sep 17 00:00:00 2001 From: haotian <2421912570@qq.com> Date: Wed, 5 Feb 2025 15:35:31 +0800 Subject: [PATCH] =?UTF-8?q?=E5=AE=8C=E6=88=90--=E5=86=B3=E7=AD=96=E6=A0=91?= =?UTF-8?q?=E5=88=86=E7=B1=BB=E7=A4=BA=E4=BE=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- decision_tree_classification.py | 30 ++++++++++++++++++++++++++++++ output/dicision_tree_c.png | Bin 0 -> 111968 bytes 2 files changed, 30 insertions(+) create mode 100644 decision_tree_classification.py create mode 100644 output/dicision_tree_c.png diff --git a/decision_tree_classification.py b/decision_tree_classification.py new file mode 100644 index 0000000..9ba0b40 --- /dev/null +++ b/decision_tree_classification.py @@ -0,0 +1,30 @@ +from sklearn.tree import DecisionTreeClassifier +from sklearn.datasets import load_iris +from sklearn.model_selection import train_test_split +from sklearn import tree +import matplotlib.pyplot as plt + +# 加载数据集 +iris = load_iris() +X, y = iris.data, iris.target + +# 划分数据集 +X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42) + +# 创建决策树模型 +clf = DecisionTreeClassifier(criterion='gini', max_depth=3, random_state=42) + +# 训练模型 +clf.fit(X_train, y_train) + +# 预测 +y_pred = clf.predict(X_test) + +# 计算准确率 +accuracy = clf.score(X_test, y_test) +print(f"模型准确率: {accuracy:.2f}") + +# 可视化决策树 +plt.figure(figsize=(12,8)) +tree.plot_tree(clf, filled=True, feature_names=iris.feature_names, class_names=iris.target_names) +plt.savefig('./output/dicision_tree_c.png') diff --git a/output/dicision_tree_c.png b/output/dicision_tree_c.png new file mode 100644 index 0000000000000000000000000000000000000000..4c60b4fb87aa379dac5b77c6929a09584cb5e1ec GIT binary patch literal 111968 zcmeFZWmJ`Kw>P?wlol0fL_t&L`o28DFcvhkQAg_=|%*RmXtp8 z#%J#j`@G{F=gaxF8PD_Av0SWm$92v5t9ge$Qj{UUrNBj@Py`QTB~?%;j3N{Y{W=a7 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