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 @agonyquotez: If i had a dollar for every bobby pin I've lost, I'd be one rich bitch | Mixed | Abusive | User Added |
| RT @aekulze: In Hopes of Recruiting More Women, ISIS Opens Jihadi Finishing School http://t.co/xlxdfZxS9s @vocativ http://t.co/E3hhzNThrk | Mixed | Safe | User Added |
| RT @adviljr: “@antsyinpantsy: @adviljr you have no sense of humor so back off their backs” ur a lil bitch and im 10 | Mixed | Abusive | User Added |
| RT @adubbFFamous: “@4MeSheWILL: Bring winter back... This 70 degrees at 7 am shit is for the birds”---Get The Fukkk Outta Here Bro!! | Mixed | Abusive | User Added |
| RT @adrianalisett_: Zulema don't worry bitches only act bold when they have somebody to "back" them up! It's cool tho I got you if anything! | Mixed | Abusive | User Added |
| RT @acidlacedbong: I am so jealous of bitches who can squirt 😒 | Mixed | Abusive | User Added |
| RT @absoulxo: in a relationship there's gonna be bitches badder than yours or niggas doing better than your nigga. that's where the loyalty… | Mixed | Abusive | User Added |
| RT @abreumegan_: Sex on 1st date dont mean you a hoe, waiting 90 days wont make you a wife, cute pics dont mean y'all happy, having a title… | Mixed | Abusive | User Added |
| RT @_yoonea: these bitches can't do nothin for you. | Mixed | Abusive | User Added |
| RT @_yeaimmaBOSS: “@100046729: I wonder if I @ oomf I be like I want fuck would I be wrong or 😕” you a be one brave as bitch😂😂 | Mixed | Abusive | User Added |
| RT @_xplicitContent: if im bad built ok yall built like tractors yall got relationships bitch where mine ?? 😕 | Mixed | Abusive | User Added |
| RT @_xobrandy: @Blaxxxican invest in some curtains bitch | 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