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 |
|---|---|---|---|
| "@ClicquotSuave: LMAOOOOOOOOOOO this nigga @Krillz_Nuh_Care http://t.co/AAnpSUjmYI" <bitch want likes for some depressing shit..foh | Mixed | Abusive | User Added |
| "@ChandlerParsons: How bout them Cowboys!!!!" Shutup pussy | Mixed | Abusive | User Added |
| "@ChadMFVerbeck: If Richnow doesn't show up with hella tinder hoes Im not his friend anymore" chill I brought like like 8 prople | Mixed | Abusive | User Added |
| "@CeleyNichole: @white_thunduh how come you never bring me food" i dont have a car retard | Mixed | Abusive | User Added |
| "@CauseWereGuys: On my way to fuck yo bitch http://t.co/j906T5zE2R" me as a 9 year old | Mixed | Abusive | User Added |
| "@CauseWereGuys: Going back to school sucks more dick than the hoes who attend it." | Mixed | Abusive | User Added |
| "@CarelessOne92: Leafs better win this damn game so I can go riot and shit #EarlyChristmas" you better start looting my nig | Mixed | Abusive | User Added |
| "@CanIFuckOrNah: What would y'all lil ugly bald headed bitches do if they stop making make-up & weave?" | Mixed | Abusive | User Added |
| "@CaelanG15: "@22EdHam: @CaelanG15 that nigga was eating that hoe lol" Hell Yea lol john Paul" nigga said john paul.. http://t.co/OSIpBKPr9h | Mixed | Abusive | User Added |
| "@CHlLDHOODRUINER: when ur teacher tells u that u have homework https://t.co/RKk5vawIj1" this bitch need to go!!! | Mixed | Abusive | User Added |
| "@CCobey: @AydanMcCoy happy birthday nigs" Thanks yo | Mixed | Abusive | User Added |
| "@CB_Baby24: @white_thunduh alsarabsss" hes a beaner smh you can tell hes a mexican | Mixed | Hate Speech | 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