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
@chvrlesGoldie like Hov said "we all ghetto b" lol Mixed Abusive User Added
@chucktodd @meetthepress he was walking & 3 little birds pitch by his doorstep. Singing sweet songs of melodies pure & true. Saying ... Mixed Safe User Added
@christianvansly haha I'm shocked barca got more yellow cards this time Mixed Safe User Added
@chrisrmz95 dude was a bitch nigga and took off running Mixed Abusive User Added
@chriscurtis410 they be tryna b on the low but one day these bitches gonna realize some niggas talk more then them l😂 Mixed Abusive User Added
@chriscurtis410 I agree the fat bitches the only girls left not gettin passed around Mixed Abusive User Added
@chrisbrown @cmpunk If by "amusing" you mean "Makes you cry like a bitch," then yeah, I'd agree. Mixed Abusive User Added
@chrisbickert i want it! I love her gooks! she is awesome where did you get it? Mixed Safe User Added
@chris_hardardt7 pussy? Mixed Abusive User Added
@chris2x @NevadaPR Camels, ostriches and zebras! See you at the races! #VCCamelRaces Mixed Safe User Added
@chloeforsale wigg I love you bitch 😘 Mixed Abusive User Added
@chesteredits @nacbiller not as bad as a former PsyQo nigger THAT LIKES ANIME Mixed Abusive User Added

Add Local Phrase

Batch Import CSV

CSV Only

Upload 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