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 @exlibris: I have an embarrassment of bitches | Mixed | Abusive | User Added |
| RT @exjon: Before covering up #IRS misdeeds, creepy little leprechaun John Koskinen cooked the books for Teamsters & Freddie Mac http://t.c… | Mixed | Abusive | User Added |
| RT @excusemydank: "Fuck all the skinny bitches" @NICKIMINAJ #NeverForget 😭💀 http://t.co/Ndhqmn3LvU | Mixed | Abusive | User Added |
| RT @eternalhbic: u still in ur feelings and he in some new pussy | Mixed | Abusive | User Added |
| RT @eternalhbic: porno hoes funny af bc they'll still be like "u like this tight ass pussy" even tho the dude been fucking for 45 minutes w… | Mixed | Abusive | User Added |
| RT @eternalhbic: if u got cotton mouth u can eat my pussy | Mixed | Abusive | User Added |
| RT @etaks2evil: When the pussy so good you can't pull out. Ever. http://t.co/3529gVbXkT | Mixed | Abusive | User Added |
| RT @estradax187: Money is the baddest bitch I know | Mixed | Abusive | User Added |
| RT @espn: When the Yanks and Sox get together, things usually go smoothly -> http://t.co/f3t97ymMd5 | Mixed | Safe | User Added |
| RT @espn: Hot off the press, here’s Todd McShay’s first post-Combine NFL mock draft, including a new No. 1. http://t.co/su5ixWrthq | Mixed | Safe | User Added |
| RT @erykahrogers_: idc how cute you are that shit dont matter if you got a trash personality. | Mixed | Abusive | User Added |
| RT @erinfbaaby: “@2chainzz2pumps: Girl ugly denna hoe 😔” what's this then :/ http://t.co/YbXiFwTugu | 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