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fake-job-detector – AI Model by lemon2222222 | AlphaNeural AI
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fake-job-detector
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sklearn
joblib
fake jobs detection
tfidf
logistic regression
text classification
fake_job_postings
mit
us
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Fake Job Detector (TF-IDF + SGD)
A lightweight and fast model to detect
fake job postings
using classical NLP techniques and linear models.
Metrics (on test set)
precision
recall
f1-score
support
0
0.99
1.00
0.99
855
1
0.86
0.66
0.75
29
accuracy
-
-
0.99
884
macro avg
0.93
0.83
0.87
884
weighted avg
0.98
0.99
0.98
884