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AI实战-泰坦尼克号生还可能性数据集分析预测实例（含19个源代码+59.76 KB完整的数据集） 代码手工整理，无语法错误，可运行。 包括：19个代码，共121.84 KB；数据大小：1个文件共59.76 KB。 使用到的模块： pandas numpy seaborn matplotlib.pyplot warnings sklearn.model_selection.train_test_split sklearn.ensemble.RandomForestClassifier sklearn.metrics.accuracy_score sklearn.metrics.confusion_matrix os scipy.stats sklearn.compose.ColumnTransformer sklearn.impute.SimpleImputer sklearn.preprocessing.OneHotEncoder sklearn.impute.KNNImputer sklearn.preprocessing.StandardScaler sklearn.ensemble.RandomForestRegressor sklearn.ensemble.GradientBoostingRegressor sklearn.metrics.classification_report sklearn.metrics.roc_auc_score sklearn.model_selection.cross_val_score sklearn.pipeline.Pipeline sklearn.model_selection.RandomizedSearchCV sklearn.ensemble.GradientBoostingClassifier sklearn.linear_model.LogisticRegression sklearn.naive_bayes.GaussianNB sklearn.metrics.roc_curve xgboost.XGBClassifier sklearn.ensemble.AdaBoostClassifier sklearn.tree.DecisionTreeClassifier sklearn.preprocessing.LabelEncoder imblearn.over_sampling.SMOTE sklearn.svm.SVC sklearn.model_selection.GridSearchCV math sklearn.neighbors.KNeighborsClassifier sklearn.metrics.precision_score sklearn.metrics.recall_score sklearn.metrics.f1_score sklearn.metrics.ConfusionMatrixDisplay torch dataclasses.dataclass typing.List typing.Tuple typing.FrozenSet typing.Set typing.Dict fcapy.lattice.ConceptLattice fcapy.lattice.formal_concept.FormalConcept fcapy.poset.POSet fcapy.visualizer.line_layouts.calc_levels sparselinear.SparseLinear sklearn.neural_network.MLPClassifier fcapy.context.FormalContext fcapy.visualizer.LineVizNx networkx sklearn.preprocessing.MinMaxScaler sklearn.ensemble.BaggingClassifier torch.nn torch.optim sklearn.datasets.load_iris