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
@RavenPeltier_ these hoes ain't loyal Mixed Abusive User Added
@RavenPeltier_ @Jesuslovinj @_B_R_Y_C_E_ still a bitch though Mixed Abusive User Added
@Raul_leura @no_way_hoesaaay lmao that nigga was about to go Beethoven on that bitch 😂 Mixed Abusive User Added
@RatchetSue the only thing better than a bargain is a Yankee bargain. Mixed Safe User Added
@Rasheed_Sheen man damn dude come get this bitch lml Mixed Abusive User Added
@Rasheed_Sheen everything but im outside come get this bitch Mixed Abusive User Added
@Ranae_26 i can't why you up hoe ♡♡ Mixed Abusive User Added
@Rams_6 happy birthday bitch! Mixed Abusive User Added
@RainaluvsA intimidated?! What pussies, all I see is a sweet, honest woman, but seriously you could make this stalking thing so much easier! Mixed Abusive User Added
@RainaluvsA in that picture yes, I haven't had an updated pic added the angel wing is colored now too, and thanks represents what I am ;) Mixed Safe User Added
@RainCaudillo word. Do any of ur decisions include anchor, feather, infinity sign, bird? Mixed Safe User Added
@RacistNegro69 @MrMooncricket fuck you, punk ass racist lil dick bitch. I've reported you fool. 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