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$ prodigy dataset test | |
✨ Successfully added 'test' to database SQLite. | |
$ prodigy db-in test issues3.jsonl | |
✨ Imported 1247 annotations for 'test' to database SQLite | |
Added 'accept' answer to 1247 annotations | |
Session ID: 2018-05-22_21-44-48 | |
$ prodigy db-out test | head -1 | |
{"text":"Podcast van 28 februari[...] vermissing, VVD","label":"wonen","meta":{"":"1","id":"188159157","medium":"1almere"},"_input_hash":-483749350,"_task_hash":-562927181,"answer":"accept"} | |
$ prodigy textcat.batch-train test -es 0.2 -n 1 --lang nl | |
Loaded blank model | |
Warning: Unnamed vectors -- this won't allow multiple vectors models to be loaded. (Shape: (0, 0)) | |
Using 20% of examples (249) for evaluation | |
Using 100% of remaining examples (998) for training | |
Dropout: 0.2 Batch size: 10 Iterations: 1 | |
# LOSS F-SCORE ACCURACY | |
01 1319.093 0.994 0.988 | |
MODEL USER COUNT | |
accept accept 246 | |
accept reject 0 | |
reject reject 0 | |
reject accept 3 | |
Correct 246 | |
Incorrect 3 | |
Baseline 1.00 | |
Precision 1.00 | |
Recall 0.99 | |
F-score 0.99 | |
Accuracy 0.99 |
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