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almohanad.hafez
NLP-Project
Commits
d238e02f
Commit
d238e02f
authored
Nov 02, 2024
by
Almouhannad Hafez
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(2) Add train accuracy
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3f1886ba
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2.Basic_Morphological_Analyzer.ipynb
2.Basic_Morphological_Analyzer.ipynb
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2.Basic_Morphological_Analyzer.ipynb
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d238e02f
...
@@ -680,14 +680,22 @@
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@@ -680,14 +680,22 @@
"name": "stdout",
"name": "stdout",
"output_type": "stream",
"output_type": "stream",
"text": [
"text": [
"Accuracy: 0.9199134199134199\n"
"Train Accuracy: 0.9942112879884226\n",
"Test Accuracy: 0.9199134199134199\n"
]
]
}
}
],
],
"source": [
"source": [
"# training set\n",
"y_train_pred = classifier.predict(X_train)\n",
"train_accuracy = accuracy_score(y_train, y_train_pred)\n",
"\n",
"# test set\n",
"y_pred = classifier.predict(X_test)\n",
"y_pred = classifier.predict(X_test)\n",
"accuracy = accuracy_score(y_test, y_pred)\n",
"test_accuracy = accuracy_score(y_test, y_pred)\n",
"print(f'Accuracy: {accuracy}')"
"\n",
"print(f'Train Accuracy: {train_accuracy}')\n",
"print(f'Test Accuracy: {test_accuracy}')"
]
]
},
},
{
{
...
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