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 |
|---|---|---|---|
| Facebook is for fags | Mixed | Abusive | User Added |
| Face only yo bitch could love http://t.co/OckXAYthAK | Mixed | Abusive | User Added |
| FWM on twitter @217Emmanuel. Got #strippers #escorts #artists #hustlaz #hittaz #bitches #niggas I'm dat dude. | Mixed | Abusive | User Added |
| FUCKING WALK OFF IN THE BRONX!!! @Yankees | Mixed | Abusive | User Added |
| FUCK YOU, you're a fucking a lowlife piece of trash. | Mixed | Abusive | User Added |
| FUCK YOU "@iHeart_youKeish: We have y'all faggots next @80sbaby4life" | Mixed | Abusive | User Added |
| FUCK ARE YOU TALKIN ABOUT?? RT @IGGYAZALEA its like the guy that asks for your number and then says you ugly and a bitch when you say no… | Mixed | Abusive | User Added |
| FF has been consistently one of Marvel's worst properties. Ultimate FF was good; but the entire Ultimate universe is now in the trash. | Mixed | Safe | User Added |
| Eyebrows up and down like Wall Street homes... RT @Apex_Alpha95: RT @Nubie_C: Y'all bitches wilding with pencil 😕 http://t.co/WxwRBeE0Ok | Mixed | Abusive | User Added |
| Extra hard for these hoes. | Mixed | Abusive | User Added |
| Experience Charlie. Married woman who loves hot phone sex with strangers. Can you get me off? - 27 http://t.co/jtsIjBULVC | Mixed | Safe | User Added |
| Experience Charlie. Married woman who loves hot phone sex with strangers. Can you get me off? - 27 http://t.co/bpDqqPoGAe | 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