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 @Blackman38Tide: @WhaleLookyHere Trying to cat fish me, like nuh uh bitch get in the back. | Mixed | Abusive | User Added |
| RT @BlackkHippiee: White girls date black guys who hate black culture and they let their stupid ass white girlfriends talk shit and say nig… | Mixed | Abusive | User Added |
| RT @Black__Elvis: My favorite episode of Friends is the one where blacks mysteriously vanish and unemployed white people find affordable ho… | Mixed | Safe | User Added |
| RT @BlackRichyRich: Every nigga New hoe is Da next niggas old hoe | Mixed | Abusive | User Added |
| RT @BlackOutNinja15: What a bitch. | Mixed | Abusive | User Added |
| RT @BlackNerdJade: RT @fivefifths: Hell wrong with yall? RT @TwanTargaryen: Pecan pie AND sweet potato pie trash. http://t.co/hH50P5pytX | Mixed | Abusive | User Added |
| RT @BlackNerdJade: RT @Parkour_Lewis: *Last 5 hours RT @the_blueprint the last hour and a half of work trash just for existing. | Mixed | Safe | User Added |
| RT @BlackNerdJade: #rapeyass RT @FireinFreetown: Uh..not rape her, bitch nigga? RT @latry: You see her passed out drunk, what do you do? ht… | Mixed | Abusive | User Added |
| RT @BlackJeezuss: bitches cant finish a 6 inch sub but want a 12 inch dick | Mixed | Abusive | User Added |
| RT @BlackJeezuss: When someone drops their trash mixtape in my Dms http://t.co/wkFJfjkNCi | Mixed | Safe | User Added |
| RT @BlackJeezuss: "i want a black guy thats 6'9, wears jordans and has tattoos"... bitch thats a created player on 2K | Mixed | Abusive | User Added |
| RT @BkBap: ...like to have a seat on it. I also don't assume that because a woman contributes to a sex convo that means her pussy is open f… | 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