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SpamDetection

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1.52 MB

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History: 14 commits

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Added more models

884d5f3 about 1 year ago

.gitattributes

1.52 kB
initial commit about 1 year ago
LRclassification_report.png

129 kB
Added more models about 1 year ago
LRconfusion_matrix.png

19.7 kB
Added more models about 1 year ago
LRspam_classifier_model.pkl
Detected Pickle imports (4)
- "numpy.ndarray",
- "numpy.dtype",
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "sklearn.linear_model._logistic.LogisticRegression"
How to fix it?
31.7 kB
xet

Added more models about 1 year ago
MNBclassification_report.png

127 kB
Added more models about 1 year ago
MNBconfusion_matrix.png

18.7 kB
Added more models about 1 year ago
MNBspam_classifier_model.pkl
Detected Pickle imports (4)
- "numpy.ndarray",
- "numpy.dtype",
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "sklearn.naive_bayes.MultinomialNB"
How to fix it?
124 kB
xet

Added more models about 1 year ago
README.md

297 Bytes
Update README.md about 1 year ago
SVM_classification_report.png

132 kB
Added more models about 1 year ago
SVMconfusion_matrix.png

17.5 kB
Added more models about 1 year ago
SVMspam_classifier.pkl
Detected Pickle imports (4)
- "sklearn.svm._classes.SVC",
- "numpy.ndarray",
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "numpy.dtype"
How to fix it?
107 kB
xet

Added more models about 1 year ago
app.py

4.2 kB
Added more models about 1 year ago
main.ipynb

248 kB
Added more models about 1 year ago
metrics.txt

384 Bytes
Added evaluation tab about 1 year ago
requirements.txt

34 Bytes
Update requirements.txt about 1 year ago
spam.csv

480 kB
Initial Commit about 1 year ago
tfidf_vectorizer.pkl
Detected Pickle imports (6)
- "sklearn.feature_extraction.text.TfidfVectorizer",
- "sklearn.feature_extraction.text.TfidfTransformer",
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "numpy.ndarray",
- "numpy.dtype",
- "numpy.float64"
How to fix it?
78.7 kB
xet

Added more models about 1 year ago