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 |
|---|---|---|---|
| #Shoutout to my exit 47 niccas! #RealNiccaSalute | Mixed | Abusive | User Added |
| #Shoutout to my #MackTown niccas! | Mixed | Abusive | User Added |
| #Shoutout to my #Exit47 niccas! #Salute | Mixed | Abusive | User Added |
| #Shoutout to everybody that follow a nicca!! | Mixed | Abusive | User Added |
| #RuinADessert @midnight Fairy Queen. nomg> I fucked #Obama panties again............... | Mixed | Abusive | User Added |
| #RuinAComedian @midnight Charlie Lapdance | Mixed | Safe | User Added |
| #Royals Milwaukee let Yost go.Now they wished they hadn't cause they suck.How about now.He's the guy win or lose. Yankees fire Girardi 👉Yost | Mixed | Safe | User Added |
| #Royals 2-1!! Fantastic. Ready for tomorrow's sweep of the disposed O's. #Yankees 4ever except this month. | Mixed | Safe | User Added |
| #Remake with #granny DCYOUNGFLY Dirtymoney24 #TeamIgnat #HoodComedy damn that bitch a BAB!!!! that's a Big ... https://t.co/mgr10pz8iJ | Mixed | Abusive | User Added |
| #RedSox, focus on the #Orioles that knocked you out last year, and not your hatred of the #Yankees for um-teen years! LOL! | Mixed | Safe | User Added |
| #RebelScience ......is using an ACTUAL WOMAN as a genetic engineering lab for "all natural clones"..... or something...... #faggot #rome | Mixed | Hate Speech | User Added |
| #RebelScience ......ITS ABOUT SHARING #whaddup> #clouds. It not about hogging the #windturbines like a fuckin' gasbag son of a 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