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 |
|---|---|---|---|
| "New Flame" the song of the yr lol that bitch SUPER run like | Mixed | Abusive | User Added |
| "Nah its You @NoMeek_JustMilz: 😂😂😂😂 yo i thought some1 photoshopped my face on that faggot smmfh...i hate yall" http://t.co/5e2fkQ3Q2T | Mixed | Hate Speech | User Added |
| "Nah girl I ain't gon be able to make it, it's been tight since Russ loss his job" you in the back like "damn bitch really" | Mixed | Abusive | User Added |
| "My twitter was hacked" = I'm too pussy to admit that I said it and now I want to act like I never said it. | Mixed | Abusive | User Added |
| "My nips are freeeeezing...and that's not okay because they're slicing through my bra...." 😂 | Mixed | Abusive | User Added |
| "My momma told me to tell you to mind yoooo damn motha fuckin business you 2+2 not knowin what it is bitch!!!!!!" | Mixed | Abusive | User Added |
| "My grandma used to call me a porch monkey all the time... Come to think of it she did refer to a broken bottle as a nigger knife" 😳 | Mixed | Hate Speech | User Added |
| "Mine plays DMX and kirk Franklin smh @_justcallmeBRIT: Well my neighbors are ghetto . They get up at like 5am and beat their kids." | Mixed | Safe | User Added |
| "Maybe she wants to be more than your friend or maybe she's a stupid bitch. You never know until you make her cum." 😂😂😂 | Mixed | Abusive | User Added |
| "Mam, Renée doet in haar rol net of ze ongesteld is Wat is ongesteld?" Van dat soort vragen waar je denkt: hoe leg ik die weer uit. | Mixed | Safe | User Added |
| "Lmao @SWILLA_LO: The d.rose adidas are lighter than my phone .... Shit is retarded" | Mixed | Abusive | User Added |
| "Lmao @BlackBeauty515: 😂😂 RT @80sbaby4life: Pound cake look like pussy 😂 http://t.co/UFYwCC9xCI" | 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