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 |
|---|---|---|---|
| RT @RealJackNeisen: Damn... that's a cold ass honkie | Mixed | Abusive | User Added |
| RT @RealErik_95: Don't worry about my old bitch or my next bitch | Mixed | Abusive | User Added |
| RT @RealBobbyJay: If a mf really like you☺️, they'll drop all their hoes👬👭, exes✋😒, & groupies and focus only on you.. 👫 | Mixed | Abusive | User Added |
| RT @ReIateThings: i hate when netflix stop & asks if im still watchin like yes u think i got up & started doin somethin with my life bitch … | Mixed | Abusive | User Added |
| RT @RayyyZoR: I call this the 100gram sugar delight or a Heart Attack. It's a #PopTart #Twinkie & a #HoneyBun http://t.co/s6ZnLVlvLI | Mixed | Safe | User Added |
| RT @Rayban_Guwop: If money💵 was my girl💏 id stalk that bitch.😈🔎🔦👀💯💮🌴 | Mixed | Abusive | User Added |
| RT @RayRayOspeciial: Hate a broke bitch and nigga | Mixed | Abusive | User Added |
| RT @RayIopez: taking out the trash at night http://t.co/qJiPw0sYeH | Mixed | Safe | User Added |
| RT @RayIopez: When you're approaching your high score in flappy bird and die one pipe away http://t.co/bI1RQ6A1ur | Mixed | Safe | User Added |
| RT @RayIopez: Niggas Be Like 🚗_____________🚓 Fuck! There go the 5'o __🚗______🚓__ Be cool son ___🚗🚓_____ Man fuck ___🚓___🚗____ bitch as… | Mixed | Abusive | User Added |
| RT @RayIopez: "make me ur wcw" "how many girls do u talk to" "am I ur side hoe" "tweet about me so I know it's real" http://t.co/LB274Gh… | Mixed | Abusive | User Added |
| RT @RayHudson: Art thou the bird whom Man loves bestThe pious bird with t/ scarlet breast, Our Robin;that leaves these summer winds sobbing… | Mixed | Safe | 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