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 |
|---|---|---|---|
| “@surfboard101: @Vomitdatruth I'm outside your house #comeout” this bitch | Mixed | Abusive | User Added |
| “@staciaburbidge: fat chance you'll ever catch me drinking a beer” same bitches | Mixed | Abusive | User Added |
| “@sportspickle: The fruit of the modern Yankees farm system. http://t.co/LfWC3LSRjO” Joba the Nut. | Mixed | Safe | User Added |
| “@spannerhead29: @VertrellCarter #faggot” #Respect | Mixed | Hate Speech | User Added |
| “@souljaboy: K Michelle pussy smell like shit” 👀😂😂😂 | Mixed | Abusive | User Added |
| “@souljaboy: @kmichelle you mean the niggaz i shot? Ill give you 100k if u let any nigga smell your pussy and it don't smell like shit.” 😩 | Mixed | Abusive | User Added |
| “@souljaboy: @kmichelle ur pussy smell like dumpster juice 💩” wow 😑 | Mixed | Abusive | User Added |
| “@souljaboy: @kmichelle shitty pussy 💩”✌️ | Mixed | Abusive | User Added |
| “@souljaboy: @kmichelle my ananconda don't want none unless u clean those shitty buns Hun 💩😩” | Mixed | Abusive | User Added |
| “@sosadtoday: in a relationship with the idea of you” - girls with trash love lives | Mixed | Abusive | User Added |
| “@sorryimalex: I'm only back cause I don't wanna see the boys lose to trash #vote5sos” | Mixed | Safe | User Added |
| “@snoleezey801: @uce_INA we single cuz only hoes are left.. All the good ones taken lmao”<-ANY FEMALE ON THE TL THATS SINGLE..You a sno-bop😂 | 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