Zambian Language Trainer Window
Curate local language datasets and trigger asynchronous machine learning training
Multilingual
Select Target Zambian Dialect to Manage & Train:
🇿🇲
Unified (All)
🇿🇲
Chibemba
🇿🇲
Chinyanja
🇿🇲
Chitonga
🇿🇲
Silozi
🇬🇧
English
🌐
Mixed/General
Local Dataset Inspector: All
25506 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| RT @BigPoppaDot: I'll never think a bitch is all mine. | Mixed | Abusive | User Added |
| RT @BigNorton: I tweet like a nigger | Mixed | Abusive | User Added |
| RT @BigMac6374: I don't like the weather right now it's scaring me lol why is it yellow? | Mixed | Safe | User Added |
| RT @BigJonBul: The stars wink knowingly and smile at each other when they see two lovers kissing on a secluded bridge on a balmy autumn nig… | Mixed | Safe | User Added |
| RT @BigGreek79: Hank Baskett cheated with a tranny and just got a shoutout! | Mixed | Abusive | User Added |
| RT @BigGhostLtd: Shit hoes post on instagram pt 1... http://t.co/s311OC3EK9 | Mixed | Abusive | User Added |
| RT @BigFatDave: We gave #GunControl a chance. It failed. No more of this #GunSense nonsense. #MomsDemand is statist trash http://t.co/MKl… | Mixed | Safe | User Added |
| RT @BigEl179: Luv riding the #MetroNorth with sour drunk #Yankees fans after a loss... #TooBad #MetsFan #QueensAllDay | Mixed | Safe | User Added |
| RT @BigDaddyTise: “@Mr_popular: Bald headed bitches mad at me because they look like this. don't blame me blame your parents. #BMB http://t… | Mixed | Abusive | User Added |
| RT @BigDaddyCooter: @vngelinaa_ yeah fuck lunch I'll just eat pussy under the staircase by the foriegn language hallway | Mixed | Abusive | User Added |
| RT @BigBootyProbs: Happy Valentine’s Day big booty bitches. ❤ | Mixed | Abusive | User Added |
| RT @BigBagOfScum: I'm gonna start my own web MD site and the only three diagnosis are- Quit being a pussy Lay off the drugs Call 911 | Mixed | Abusive | User Added |
Add Local Phrase
Batch Import CSV
CSV OnlyUpload a custom CSV file to bulk import training data across all languages. Required columns: phrase (or text), category (0=Hate, 1=Abusive, 2=Safe), and optionally language.
Model Training Control
20%
Evaluation Results
Trained Algorithm:
Decision Tree
ACCURACY
F1 SCORE
Confusion Matrix Grid
46
0
0
2
41
4
0
0
47
Columns: Predicted
Rows: Actual
Algorithm Accuracy Graph