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 |
|---|---|---|---|
| Know you don't like me cause you're bitch most likely does | Mixed | Abusive | User Added |
| Know you didn't see it but I know you bitches heard it | Mixed | Abusive | User Added |
| Know why the ultimate warrior died? God LOVES fag #toosoon ? He was an anti-gay crusader so a little light jokes are necessary | Mixed | Hate Speech | User Added |
| Know why birds don't wear pants? Cause their pecker's in the way | Mixed | Abusive | User Added |
| Know that the bad bitch got ittt 😩🎤 | Mixed | Abusive | User Added |
| Know that karma's TOO REAL, hope you doin' cool.. But still stupid ass bitch, I ain't fuckin' with yoooou. | Mixed | Abusive | User Added |
| Knockin a dent in dis big bitch! FWM everywhere @217Emmanuel. http://t.co/cWhqm47v6t | Mixed | Abusive | User Added |
| Knock em down wit sum chunky 😤🔫 | Mixed | Safe | User Added |
| Kissing that bitch but she sucking me | Mixed | Abusive | User Added |
| Kiss imik this bitch just added another 50 seconds to her story I think its a new record. | Mixed | Abusive | User Added |
| Kiss IMO this conductor, it's 4:30 AM have some courtesy you bitch. | Mixed | Abusive | User Added |
| Kirk Hinrich going fucking dumb out that 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