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

25504 Records
Phrase Text Dialect Category Label Source
When i die throw a couple bad bitches in my casket Mixed Abusive User Added
When i die bitch fuck my hologram doe* there taylor Mixed Abusive User Added
When i bitch fuck my hologram doe Mixed Abusive User Added
When hoes think I got sucker nigga written across my forehead... Mixed Abusive User Added
When hoes be sayin they sexually frustrated or need some dick http://t.co/UaVDkZBAut Mixed Abusive User Added
When her pussy stank RT @BasedGodTobi: When yo girl says she’s gonna let you hit tonight http://t.co/bF8BGCAoEI http://t.co/G4k2DZ4WsV Mixed Abusive User Added
When her pussy doesn't taste like pineapples http://t.co/tWpg0XXwbB Mixed Abusive User Added
When guys throw stupid bitch fits its like whyyyyy? Grow some balls please. I have bigger balls than you. Mixed Abusive User Added
When guys are more sentimental than most girls like man up pussy 😒🙇🙅 Mixed Abusive User Added
When girls say like ohh I'm so ugly, like bitch you ain't fishing for compliments you're like deep sea diving, fuck! Mixed Abusive User Added
When ex girl friends get fat. That's god saying hey man.. You're welcome lmfao 😂😭 big ole bitch Mixed Abusive User Added
When ever you dog hoes really bad you end up w/ a girlfriend ... 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