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
@Lvl_7_Eevee fake niggah! They fake! Mixed Abusive User Added
@Lvl_7_Eevee @UnicornCowboy @hisorraya I'll trade you one car drift for brownies. Mixed Safe User Added
@Lvl_7_Eevee @UnicornCowboy @hisorraya I just wanted brownies man Mixed Safe User Added
@Lurk_God fag Mixed Abusive User Added
@LupeFiasco uh oh its 9/11 what you gonna preach and cry about today faggot. Mixed Abusive User Added
@LupeFiasco shut the fuck up you cry baby, all you do is bitch and whine about life, shits retarded. Mixed Abusive User Added
@LupeFiasco You and @TalibKweli should name a group called MOB - Moaning old bitches Mixed Abusive User Added
@Lunatic_times omg my mom did it on Christmas once if I hadn't been the hostess that year I would've slit her throat Mixed Abusive User Added
@LukeTheTruth you went IIIIIIINNNNNN on this hoe bro!!! http://t.co/MH46XxNU0n Mixed Abusive User Added
@Luis3Baez belle bitch? Mixed Abusive User Added
@LuckyL3FT @najmaaa_ali yellow bone be oh so easy wit da name callin b Mixed Safe User Added
@Lucci_Dpc What did I prove for you? That you're blissfully ignorant? Group thinker? Political chump and race traitor? 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