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 |
|---|---|---|---|
| “@1muneyy: Had to unfollow that bitch .. thot bitch got me fired from Sonic”she must've tweeted | Mixed | Abusive | User Added |
| “@1_anddone: Fuck east st john and all they fans, familys , & friends” Shut yo bitch ass up | Mixed | Abusive | User Added |
| “@0ddtoddler: When people refer to their girlfriend as their "bitch" 😐 ....” I know how it sounds but it's how we mean it lol | Mixed | Abusive | User Added |
| ‘Chillin’ With My Homie Or What’s Left Of Him’: British Rapper Turned ISIS Jihadi Poses With Severed Head http://t.co/L9vMdNOXPg #tcot | Mixed | Safe | User Added |
| Álbum de fotos: gaywrites: In the Making, a project by and for queer students at Harvard, highlights the... http://t.co/XZQ9XmaQTf | Mixed | Hate Speech | User Added |
| Álbum de fotos: csitaly: [TS3]Fairy Tail - Satan Soul Mirajane Strauss made with The Sims 3. Happy... http://t.co/b4i8EiMux2 | Mixed | Safe | User Added |
| ¿Como se llama el niño más delgado de Japón? Yocomo Poko ¤°¤° gino °¤°¤ | Mixed | Abusive | User Added |
| 🚼🚼- you a little genius man i need you for a class so u can help a nig out but you cool af man | Mixed | Abusive | User Added |
| 🙌RT @Nay_btw It amazes me how niggas can fuck w/ EVERY bitch but when a nigga try to talk to his bitch he wanna cry about it😕 I need answers | Mixed | Abusive | User Added |
| 🙌RT @Ke2yourheart I don't want my man txtn, tlkn, lookin, yet alone speakin to you hoes. I'm not insecure at ALL. y'all hoes CANT BE Trusted | Mixed | Abusive | User Added |
| 🙌🙏 RT “@PlanetPOB: Real Men eat pussy.” | Mixed | Abusive | User Added |
| 🙌🙌🙌"@Datruthh_: Don't do em with my girl lol RT @thelaurenway: So when yall in threesomes does your girl eat the pussy too?" | 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