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
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| Them old bytches sorry as phuck in the sack... «@Mr_JSmart24 The pussy get ripe in her 30's» | Mixed | Abusive | User Added |
| Them hoes look so clean on foot. | Mixed | Abusive | User Added |
| Them hoes gone be called strvp | Mixed | Abusive | User Added |
| Them hoes don't like me 😂😂😂😂😂😩😩😩😩😒✌️ | Mixed | Abusive | User Added |
| Them gay dudes stay with the baddest bitches.....no punch line | Mixed | Abusive | User Added |
| Them chicks tried.to put me under the fire lol! I'm not a dirt bag courting with a dumb hoe though. | Mixed | Abusive | User Added |
| Them brownies tho 😌👌 | Mixed | Safe | User Added |
| Them Bad bitches blow kisses by my earlobe | Mixed | Abusive | User Added |
| Their salsa negro is awesome... @StacyMungo @Loriisright | Mixed | Safe | User Added |
| Their gotta be a loaded lux vs Murda mook 3 | Mixed | Safe | User Added |
| Their #1 insult. Even if it's self-deprecating. The first thing straights go to is faggot, queer, tranny, gay. Even supposed "allies". | Mixed | Abusive | User Added |
| Thee Bears are trash tho... | 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