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
RT @IAmNiaRich: Nigga screamed like a Lil bitch lol https://t.co/b1qBnDPxdv Mixed Hate Speech User Added
RT @IAmBobo_: What happened to the old wigga?? The gonorrhea one. Mixed Abusive User Added
RT @IAMTreyu: We gotta get rid of trash ass Alex smith Mixed Abusive User Added
RT @IAMNICKlMINAJ: I'm not saying she's a hoe, but she's been on more wieners than Heinz Ketchup. Mixed Abusive User Added
RT @IAMNICKlMINAJ: ATTENTION! Leggings ain't for everybody. Especially you hippo looking hoes! Mixed Abusive User Added
RT @IAMMISSRAMIREZ: Charlie Sheen is the man lol http://t.co/FCfSbvAphh Mixed Safe User Added
RT @Hype: African colored car I push niggerous whips Mixed Hate Speech User Added
RT @HyPPeR_: I just roasted a hoe Mixed Abusive User Added
RT @Hurricane_Dame: I never understood that whole pissin on a bitch trend that was going round...I like my bitches clean, mayne Mixed Abusive User Added
RT @Huntermoore: RETWEET if you fucked someone's bitch Mixed Abusive User Added
RT @Huntermoore: If she doesn't take it in the ass, tell the bitch you'll pass. Mixed Abusive User Added
RT @HunneeMolassess: so if her legs dont rub together that means her pwoosy is trash? ... i just heard this. 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