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 @LucentVariable: @TonyJRodriguez friendly reminder that you shouldn't try to have sex with birds | Mixed | Safe | User Added |
| RT @Luccixo: When a bitch start looking at bae 😒😂 http://t.co/o0AGdd9fQh | Mixed | Abusive | User Added |
| RT @LucciVee: Free pancake day at ihop....side bitches finna finally get a date out a nigga | Mixed | Abusive | User Added |
| RT @LuaBoo: “@uce_INA: Hazel e looks like a bird... Her and kaep prolly related by nose and shit” thats why Berg wont ever make her DAT BIT… | Mixed | Abusive | User Added |
| RT @Lrihendry: Pregnant S.E. Cupp’s classic response to ‘liberal dem’ who calls her ‘chunky’ – with bonus tweets http://t.co/U8nlYWEfiO via… | Mixed | Safe | User Added |
| RT @Lpietrantonio: Iggy got a fat ass but other than the bitch look like a flounder fish | Mixed | Abusive | User Added |
| RT @Lpietrantonio: BPG bitch | Mixed | Abusive | User Added |
| RT @Loyalboy_brown: Unt really fucking suck this year... Smh how did they get right back to trash in one season | Mixed | Abusive | User Added |
| RT @LoyalPeopleOnly: Kanye was like... "If ANY of you bitches even THINK about attacking me in the elevator😏" https://t.co/1TI5K1f1sf | Mixed | Abusive | User Added |
| RT @LoyalHeart_: a nigga gone be a nigga im sorry, & a hoe gone be a hoe regardless . | Mixed | Abusive | User Added |
| RT @Loxodonta_s: #News — #Democrats and #AntiSemitism — #Jewish group condemns VP Joe Biden’s offensive reference to "Shylocks" http://t.co… | Mixed | Safe | User Added |
| RT @LowkeyStoner_: Gay girls really do get more pussy than niggas 😂👅🏊💯 | 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