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 |
|---|---|---|---|
| Going to California today for some analyzer training. Going into Dick Whitman mode. Wish I had a tan colored suit to wear for the flight. | Mixed | Safe | User Added |
| Going through my computer and found the "Shake that monkey" video we made freshman year in Dillard! 😂😂 @BruhKiaraThrowd was Too Short | Mixed | Safe | User Added |
| Going out with bad intension... Keep yo girlfriends inside, and I'm not just saying it ask my nigs I mean it | Mixed | Abusive | User Added |
| Going hard bitch swear I'm on my job throw a quake in the air call that shit a lob | Mixed | Abusive | User Added |
| Going for a bitch nigga neck cause nigga am Rollin | Mixed | Abusive | User Added |
| Going comfortable then a hoe today, gotta be relaxed for prom 😎👌 | Mixed | Abusive | User Added |
| Goes ape shit on my ass like nigggga tf you doin😡 i hust saved yo life so i pushed her ass into the the wall then she calmed down again😩😑 | Mixed | Abusive | User Added |
| God you're a faggot if you dont think superman is the best superhero | Mixed | Abusive | User Added |
| God people can be so mean. This Asian guy held the door for these girls and they said they were surprised he could see it with his slant eye | Mixed | Safe | User Added |
| God my tweets are so ghetto | Mixed | Abusive | User Added |
| God made male and female blades of grass. Every living thing must reproduce itself to stay on this Earth: birds, bees and grass. Sex=Natural | Mixed | Safe | User Added |
| God damn zebras every Virginia possession the whistle blows geeze. | Mixed | Safe | 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