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 |
|---|---|---|---|
| RICK TOLD YALL TO GO BACK AND KILL'EM ALL! Yall niccas didn't listen, now they are chewing on Bob's leg and shit! Extra, tasty, crispy! | Mixed | Abusive | User Added |
| RFT Tweet of the day🙌🙌 “@HereForEB: If a nigga change on you.. Fuck em .. He was a bitch nigga from day 1” | Mixed | Abusive | User Added |
| REPUBLICANS TAKE MASSACHUSETTS GOVERNORSHIP: Coakley Conceds Gov. Race To Charlie Baker…. http://t.co/unfdQCQHyK | Mixed | Safe | User Added |
| REAL NIGGA SPEAKING “@DEON1093: @PAPER_CHAYSIN you sound like a bitch” | Mixed | Abusive | User Added |
| R-Surge For Charlie Baker-R of 9 points in Demo-State Mass against Coakley-D! DoG http://t.co/UOVtVG5nnM via @BostonGlobe | Mixed | Safe | User Added |
| R&B is so trash now compared to early 2000's. | Mixed | Safe | User Added |
| Quit teasing bitch | Mixed | Abusive | User Added |
| Quit talking shit you fucking faggot. You're seriously just mad bc no one wants you. Who the fuck do you even think you are? | Mixed | Abusive | User Added |
| Quit hurting these women Cuz I'm tired of all the bitterness a nigga gotta go through Cuz you a hoe ass nigga. | Mixed | Abusive | User Added |
| Quit hoggin the blunt bitch | Mixed | Abusive | User Added |
| Quit blowing up my feed bitches. | Mixed | Abusive | User Added |
| Quisiera amarte no puedo no, mi mama me dijo dont love them hoes | 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