Kernel: Python 3 (system-wide)
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Import libraries
output
plt:<matplotlib.pyplot>
datasets:<sklearn.datasets>
svm:<sklearn.svm>
metrics:<sklearn.metrics>
train_test_split:<sklearn.model_selection.train_test_split>
np:<numpy>
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Data preprocessing
Load dataset
input
datasets: <sklearn.datasets>
output
digits: <dict>
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Explore
input
digits: <dict>
output
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Transform dataset
input
digits: <dict>
output
n_samples: <int>
data: <numpy.ndarray>
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Modeling
Create method
output
classifier: <slearn.method>
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Split dataset
input
data: <numpy.ndarray>
digits: <dict>
output
X_train:<numpy.ndarray>
X_test:<numpy.ndarray>
y_train:<numpy.ndarray>
y_test:<numpy.ndarray>
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Train model
input
X_train:<numpy.ndarray>
y_train:<numpy.ndarray>
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Get predictions
input
X_test:<numpy.ndarray>
output
predicted:<numpy.ndarray>