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DataTechNotes: SelectKBest Feature Selection Example in Python
Machine learning, deep learning, and data analytics with R, Python, and C#
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DataTechNotes: Classification Example with Linear SVC in Python
from sklearn.svm import LinearSVC from sklearn.datasets import load_iris from sklearn.datasets import make_classification from sklearn.model_selection import train_test_split from sklearn.model_select...
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DataTechNotes: PySpark Decision Tree Classification Example
PySpark Decision Tree Classification Example PySpark MLlib API provides a DecisionTreeClassifier model to implement classification with decision tree method. A decision tree method is one o...
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DataTechNotes: LightGBM Regression Example in Python
import lightgbm as lgb from sklearn.datasets import load_boston from sklearn.metrics import mean_squared_error from sklearn.model_selection import train_test_split import matplotlib.pyplot as plt fr...
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DataTechNotes: Regression Example with SGDRegressor in Python
Source code listing We'll start by loading the required libraries. from sklearn.linear_model import SGDRegressor from sklearn.datasets import load_boston from sklearn.datasets import make_regressio...
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DataTechNotes: SGD Classification Example with SGDClassifier in Python
Source code listing We'll start by loading the required libraries and functions. from sklearn.linear_model import SGDClassifier from sklearn.datasets import load_iris from sklearn.datasets import m...