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
OT nicca word to the nigga who played jesus Mixed Abusive User Added
ON. SIGHT!! RT @MichyDoe: Bitch I bet not see you in the streets @CoreyWhiteJr3 trash ass nigga Mixed Abusive User Added
OMGGGGG...!!!! Nigga said Jerry ... black bitch. Mixed Abusive User Added
OMG> I was throwing beer bottles on street and yelling at drunk homeless people to stop harassing the trannies.... #Game6 #torturebaseball Mixed Abusive User Added
OMG This bitch on the Tico wont STFU ALREADy!!!! Mixed Abusive User Added
OMG RT @shuggajets: “@iAintAsianTho: when yo side bitch find the gift you bought for ya girl http://t.co/InzEzV9a1n” LMFAOOOOOOOO Mixed Abusive User Added
OMG RT @beigegawdd: Nothing in life has made me softer than "Fuck me with your nigger dick" Mixed Abusive User Added
OMG RT @Master_Bay: Have yall ever met a dyke who didn't have a kid? Mixed Abusive User Added
OMG @FrannyHilIson: @pattiemallette ugly faggot. Your a bad mother. You should kill yourself like Robin Williams Mixed Hate Speech User Added
OMG , I'm high as a bitch ! 😂 Mixed Abusive User Added
OKC nigguh Mixed Abusive User Added
OHH> #whine #whine #whine says my #faggot #ass #steroid CREAM FORGIVING #Giants> Is #busterposey takin' shot from #barrybonds? Is that it? 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