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 |
|---|---|---|---|
| @SonnieJohnson is 72% out of wedlock births a lie? latinos in 2nd place.# mostly driven up by illegal aliens w/ anchor babies | Mixed | Safe | User Added |
| @Solyybee_ hahahah for reals he was like this bitch crazy lol | Mixed | Abusive | User Added |
| @Soldier1eaODGrn you are a teabagger scum who wants to threaten people with his penis extender. You are a danger to this country. | Mixed | Hate Speech | User Added |
| @Soldier1eaODGrn I don't give a flying fuck what a teabagger piece of human garbage like you thinks =) | Mixed | Hate Speech | User Added |
| @SoftestMuffin @_tee13 @TorahBlaze will convince u that is a lame, you, a nigger liver believes it cuz you a nigger whore | Mixed | Hate Speech | User Added |
| @SoftestMuffin @_tee13 @TorahBlaze in other words you are accustomed to niggers so muchYour Almighty one can be next to u, but yo nigger | Mixed | Abusive | User Added |
| @SoftestMuffin @_tee13 @TorahBlaze at the end of the day, they call yo dumb ass monkey, picka'nanny hoe. But u luv them white devils | Mixed | Hate Speech | User Added |
| @SoftestMuffin @_tee13 @TorahBlaze Best believe We aint no christian slave brainwash black spooks miss white man, unlike yoself, she devil | Mixed | Hate Speech | User Added |
| @SoftestMuffin @TorahBlaze @_tee13 billy goat hillbillies you sucking & fucking. You disgraceful brazzen faced unabashed pig | Mixed | Abusive | User Added |
| @SoWavyTee hey Hun! | Mixed | Safe | User Added |
| @SoTrippyWhit right! These bitches be like "damn I hope I get this job at Target" BITCH DO BETTER!!! Still livin with ya momma ass hoe | Mixed | Abusive | User Added |
| @SoTrippyWhit remember that African bitch we used to work with at CMI?! | 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