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 @mtchll: Rock out with your cock out Jam out with your clam out | Mixed | Abusive | User Added |
| RT @mrtruthandsoul: All I'm sayin is u bitches would hookup wit tha headless horseman cuz u think he all badass n shit but then u complain … | Mixed | Abusive | User Added |
| RT @mpoindc: Wow, Henry Waxman gets caught in a CLASSIC Charlie LeDuff segment after Charlie comes to DC for today's GM hearing: http://t.c… | Mixed | Safe | User Added |
| RT @most_DUEP: I occasionally go to play flappy bird and then I die before getting one and remember how much I hate it. | Mixed | Safe | User Added |
| RT @morningmoneyben: This image of Peshmerga giving the heave-ho to an ISIS flag really brightened my Friday. Kick their sorry butts!! http… | Mixed | Safe | User Added |
| RT @morganx3blowin: I fucked your bitch , 😋😏 how you feel? | Mixed | Abusive | User Added |
| RT @moosedaugherty: Free bird!!! | Mixed | Safe | User Added |
| RT @moose_chocolate: As grandma used to say, "stop being a whiny little bitch and eat the fucking gluten". | Mixed | Abusive | User Added |
| RT @monogrammedprep: God is a Yankees fan. #FarewellCaptain | Mixed | Safe | User Added |
| RT @monnetteee: If you like After Romeo chances are I think you're a faggot. | Mixed | Hate Speech | User Added |
| RT @moneygang_ROD: Musty pussy maggot bitches tryna lick my sac for riches. @OGMaco Fuckemx3 | Mixed | Abusive | User Added |
| RT @moneychaserr_: "@vintage_monroe_: “@PussyBeezus_: Kim always being nasty. Pussy hungry bitch 😂”look at me never hungry http://t.co/zRN… | 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