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 |
|---|---|---|---|
| RT @fletchworld73: Pulled a dead bird from my garden. Grateful to be out of the hot sun, it winked at me with its rotting eye socket. | Mixed | Safe | User Added |
| RT @flemingryan5: @SavannaaSanford hoe | Mixed | Abusive | User Added |
| RT @flavorpill: Why Tori Amos matters now more than ever http://t.co/YIsiAI6S via @nme | Mixed | Safe | User Added |
| RT @fitemeirl1v1: Lol everyone's a lil bitch | Mixed | Abusive | User Added |
| RT @firmeprincess: “@KizzyGotDaJUICE: Huh man 😻😩🙌💦💦💦💦 http://t.co/cLyaPq2Ret” he's gna drown in the pussy for real | Mixed | Abusive | User Added |
| RT @firemunky: RIP Tom Foley RIP Greg Sikorskey RIP Charlie Anaya RIP Wells Crowther RIP Andy Fredericks | Mixed | Safe | User Added |
| RT @finlife54: @Vontey_isa_boss 🌵 bitch lol | Mixed | Abusive | User Added |
| RT @fierce_swagg: Unfollow me bitch. I won't cry about it. 😘😘 | Mixed | Abusive | User Added |
| RT @fields_devante: @whiteangelss84 now let's get onto you .. you slingy dingy ugly salamander lookin bitch I will not waist my time tweeti… | Mixed | Abusive | User Added |
| RT @fernvndooo: u do realize when you say "OMG MY EX DOWNGRADED LOL XDDD" it makes you seem like a creepy little cunt that can't seem to de… | Mixed | Abusive | User Added |
| RT @fernando_822: Rockin', rollin', swaggin' to the max My bitch a fashion killa, she be busy poppin' tags🎶 | Mixed | Abusive | User Added |
| RT @femaleproblems: u may think im a bitch but as soon as you get to know me u realize that first impressions are right and i am a bitch | 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