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 @tupactopus: bad bitches get in free night at weenie hut jrs | Mixed | Abusive | User Added |
| RT @tupac_taughtmeh: "@DivaMonRoe2uHoE: Somebody find this bitch & fuck her. She ain't had no good dick fucking With this fat nigga. http:/… | Mixed | Abusive | User Added |
| RT @tumblrfunniest: When I throw away paperball perfectly into the trash can: http://t.co/215E0H0PS9 | Mixed | Safe | User Added |
| RT @tuitillidie: Icepick punk bitch blood in the mosh pit | Mixed | Abusive | User Added |
| RT @tsgnews: UPDATE: Collegian dressed as yellow Teletubby will face charges for break-in, theft of Chinese food leftovers... http://t.co/S… | Mixed | Safe | User Added |
| RT @tryna_be_famous: Like, when you're a hoe, how do u sleep at night? | Mixed | Abusive | User Added |
| RT @trvvp_: These hoes got no chill http://t.co/lc5GsfOVXS | Mixed | Abusive | User Added |
| RT @trvpunzill: $ > these bitches | Mixed | Abusive | User Added |
| RT @trvpgxdx: Jen: Bitch Daquan dropped your kids off today Keisha: Bitch I don't got kids Jen: not no more bitch I swallowed em http://t… | Mixed | Abusive | User Added |
| RT @truudayyb: Where'd you get the beauty scar tough guy, eating pussy .. #Scarface | Mixed | Abusive | User Added |
| RT @trrvvv: Some these bitches got birkins and don't even have cars on the island.. Let alone furniture | Mixed | Abusive | User Added |
| RT @trix2343: @ZitlalyL @Vic_Manzan0 he's a beaner not a nigga | 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