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 @chefpolio: "I don't send nudes" -- a bitch wit trash nudes | Mixed | Abusive | User Added |
| RT @chasingstaxx: If your girl is upset and crying..let her cry...she needs to learn how to stop being a pussy. Toughen up | Mixed | Abusive | User Added |
| RT @chaserojo: "boys are dumb! no faith in boys!!" bitch shut up youre in high school acting like this is going to be the person you marry.… | Mixed | Abusive | User Added |
| RT @chasemylovex: bitch u lame af.... get with the times and pop that ass RT @SincerelyTumblr: This makes me kinda sad http://t.co/tCUJpKoC… | Mixed | Abusive | User Added |
| RT @charlieecai: Our taxi driver is fucking retarded.. He doesn't know how to get from grapevine to lewisville | Mixed | Abusive | User Added |
| RT @charlie_danger: Beautiful wall color 😍 "@_100d: I don't love these bitches and you shouldn't either 🙅 http://t.co/TfoTrkw25v" | Mixed | Abusive | User Added |
| RT @charcharkuhlman: First day of spring break: ate half a pan of brownies & watched 6 episodes of Parks and Rec with @victoriakuhlman & @E… | Mixed | Safe | User Added |
| RT @chaniiyyaa: Wayne really treat nicki like that's his bitch 😴😍😩.... | Mixed | Abusive | User Added |
| RT @chanelpuke: me: goodnight moon moon: goodnight lil bitch | Mixed | Abusive | User Added |
| RT @chanelpuke: i hate when people ask “who you tryna look good for?!” bitch myself bye | Mixed | Abusive | User Added |
| RT @chanelisabeth: happy 17th birthday to my main hoe and partner in crime #bountyhunters4lyfe 🎉🔫 @Whitecholo23 | Mixed | Abusive | User Added |
| RT @ceut: BushCo used to publicly trash ex-officials who wrote books - Snow, O'Neill, etc. Bet we won't hear PBO trashing Gates... #morning… | Mixed | Safe | 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