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 |
|---|---|---|---|
| @1deep_williard @Marlin_FishyAss it was old ratchet hoes Bruh | Mixed | Abusive | User Added |
| @1Starflow 😂😂😂 them bitches need a tan | Mixed | Abusive | User Added |
| @1SonofYahweh..they cry over lost pussy, more emotional than a sissy. They get out & front on hoes simple minds & point brothas like me out | Mixed | Abusive | User Added |
| @1SonofYahweh no wonder you run nose first for yo real nigger & white devil massah's or any man pointing at another to convince u he is less | Mixed | Abusive | User Added |
| @1SonofYahweh he aint a real nigger, oh my bad a real nigga, but praise the sonsof satan for having not a realnigger qualitaties. Im hating? | Mixed | Abusive | User Added |
| @1SonofYahweh and he whips mommy with the belt. They have not arrested this black womans real nigger yet. She got what she wanted... death! | Mixed | Abusive | User Added |
| @1SonofYahweh & what we do with our foolish proud selves? Roll our eyes, pretend that we dont see, mock or laff at them, arrogant attitudes | Mixed | Safe | User Added |
| @1Oyster1 maybe not but you crow about obama and democrats so you are a mawbar....Might as well be a Republican. | Mixed | Safe | User Added |
| @1ONLYsolo fuc her and her pussy nasty 😖😖😖 | Mixed | Abusive | User Added |
| @1MannyOnly @iamadamg_ @JennyReyes42 bitches will be bitches. | Mixed | Abusive | User Added |
| @1Josh_Warwick3 @ashleyypat17 fag | Mixed | Abusive | User Added |
| @1D_NIPPLES_ bitch you fucking told me to sit in that seat and yo dumbass come again saying "why you sitting there" bitch #vote5sos | 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