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
@JizzAtTheScene and how am I assume shit ,hmm cuz u don't know what fuck u talking about crackers these days. Mixed Hate Speech User Added
@JimmyMcIver @jerrilyn71 @Doc_68W_ Just like "FAT CHICKS NEED LOVE TOO" I guess. Some Jeffrey Dommer Type would be all over that sloppy ho. Mixed Abusive User Added
@JimNorton Hey Jim you'll love this http://www.wwtdd.com/2010/05/gabourey-sidibe-is-a-complete-bitch/ Mixed Abusive User Added
@JimNastikowski @3Quarters2Day ? Are you a race traitor or just a dumbass? Mixed Abusive User Added
@JimBoberson happy birthday faggot Mixed Hate Speech User Added
@JfromHuntington @thatUPSdude < I hates to interject but cans I have yo digits? I likes wiggers dat wanna be fucked by coloreds Mixed Abusive User Added
@JfromHuntington #Savages Day is like coloreds dat wrap day hoes like mummies Mixed Abusive User Added
@JewelsAndDrugs9 @ladygaga @madonna lmao madonnas music sucks? yeah you're fucking stupid if you think gaga is better. retard Mixed Hate Speech User Added
@Jessycaa_Rubi @O_ShitItsLaura Bitch you just an inch taller than me 👏👏 & we normal height Jessyca and Daysi are just some short bitches 😂 Mixed Abusive User Added
@JesseAbrego bitch I might be Mixed Abusive User Added
@JermsAllOver I can't be homeless in 2014.... but them bitches better not slip in 2015 Mixed Abusive User Added
@JeremyAdams_ you're a bitch 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