Machine Learning ShootOut
#=============== ======================================== import sklearn as sk import pandas as pd import numpy as np from sklearn.model_selection import train_test_split, GridSearchCV from sklearn.metrics import confusion_matrix, ConfusionMatrixDisplay from sklearn.metrics import accuracy_score, precision_score, recall_score, classification_report, f1_score, r2_score from sklearn.metrics import mean_absolute_error, mean_absolute_percentage_error, mean_squared_error, classification_report from sklearn.tree import DecisionTreeRegressor, DecisionTreeClassifier from sklearn.ensemble import RandomForestRegressor, RandomForestClassifier from sklearn.linear_model import LogisticRegression from xgboost.sklearn import XGBClassifier, XGBRegressor from lightgbm import LGBMRegressor, LGBMClassifier from catboost import CatBoostRegressor, CatBoostClassifier from sklearn.pipeline import make_pipeline #============================== ======================================== #===========...
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