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 |
|---|---|---|---|
| Smile at the hoes who hate you. | Mixed | Abusive | User Added |
| Smile at the bitches who hate you. | Mixed | Abusive | User Added |
| Smh. Go play dreamcast RT @TheGoodfella_: Hate playing with someone at home on that trash ass default broadcast cam... 2K camera is the goat | Mixed | Abusive | User Added |
| Smh you dreamed I was a faggot? Wow RT @cocainemodel: My dream lmfao start from the bottom , up . @ItsNotHarold http://t.co/ng0GYWaehF | Mixed | Abusive | User Added |
| Smh u niggers & ur music knowledge | Mixed | Hate Speech | User Added |
| Smh queer | Mixed | Hate Speech | User Added |
| Smh ma niggah | Mixed | Abusive | User Added |
| Smh hate that hoe | Mixed | Hate Speech | User Added |
| Smh && its not bitches its BITCH ASS NIGGAHS | Mixed | Abusive | User Added |
| Smfh boy you sound just like them hoes!! RT @K_forKicKs: Idk why everybody be hating on the Puerto Rican princess | Mixed | Abusive | User Added |
| Smfh RT @pufntrees: @quanb24 trash..slow as fuck..cant even get a nike release on that | Mixed | Abusive | User Added |
| Smellin good, bitches wanna hug me | Mixed | Abusive | User Added |
Add Local Phrase
Batch Import CSV
CSV OnlyUpload 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