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
@T_FLYE you got some more hoe Mixed Abusive User Added
@T_FLYE you a hoe for that I'm rolling 😂😂😂😂😂 Mixed Abusive User Added
@T_FLYE lmaooooo bro you still got that shit you are a hoe we boxing when you come back nigga Mixed Abusive User Added
@T_FLYE lmaoooo I know Taylor in Brazil eating that overseas pussy Mixed Abusive User Added
@T_FLYE he killed that hoe though Mixed Abusive User Added
@TTUKingsbury morphing into Charlie Weis will never cease to be disturbing. Mixed Safe User Added
@TRob_waddUP let's go right now bitch and i knocked you last time let's fight right now Mixed Abusive User Added
@TRob_waddUP @Jordan__Grimes @_TurnDownDre @kushdaddycorr lmao pussy Mixed Abusive User Added
@TRUESMOKERYFB im coolin you know me same ole shit different day my nig Mixed Abusive User Added
@TOnycranshaw22 that bitch bouta be ZOOTED Mixed Abusive User Added
@TODDIE_soPLAYER well since you is blood you get a G pass but only this time and I won't tell wop about that lyric situation Mixed Safe User Added
@TOBINSUPREME so trash Mixed Safe 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