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 @lildurk_: How you wife dat bitch 2many niggas fucked from my clique 2many niggas actin so rich all dese boppin hoes on my dick #Maserati | Mixed | Abusive | User Added |
| RT @lildurk_: From my experience these bitches ain't shit my pass all bad on 4nem | Mixed | Abusive | User Added |
| RT @lildurk_: Dese hoes be actin up | Mixed | Abusive | User Added |
| RT @lildickytweets: Eugene, come watch me run circles round the rap game like my name was chip kelly in this bitch http://t.co/kJzH0U4uSz h… | Mixed | Abusive | User Added |
| RT @lilbrownbear330: about to rock this bitch with @weare_golden with our beautiful angelic voices #Gaffeoke | Mixed | Abusive | User Added |
| RT @lil_tataaa: Somebody call an ambulance because these bitches dieing for attention | Mixed | Abusive | User Added |
| RT @lil_dannyyy: It ain't nothing to cut that bitch off ❗️ | Mixed | Abusive | User Added |
| RT @lilDarrell12: And if you looking for my I'll be on these bitches mind | Mixed | Abusive | User Added |
| RT @lightskin_chink: This vine still funny as shit to me 😭😭😂"How many niggers are in my store"? https://t.co/t7rUJTKEi1 | Mixed | Hate Speech | User Added |
| RT @lifewitRy_: where these bitches at 😫😍😍😍 http://t.co/I8zxwKXk71 | Mixed | Abusive | User Added |
| RT @liddoprincess: Call it "insecure" if u want but fuck no my man doesn't need to be friendly or have bitches as "friends" these hoes ain'… | Mixed | Abusive | User Added |
| RT @librarianknight: More queer lady Templars. That's my point. | 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