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 |
|---|---|---|---|
| RT @BudaHound: Been popping all my life what's fame 2 me.. bitches been stalking all my life bitches ain't a thang 2 me | Mixed | Abusive | User Added |
| RT @BudaHefner74: Roll up let's get high let's get high bitch | Mixed | Abusive | User Added |
| RT @BudaHefner74: It ain't no hoe🙅 in my blood 💉 | Mixed | Abusive | User Added |
| RT @BudaHefner74: I like blowing loud wit bad bitches 👯 | Mixed | Abusive | User Added |
| RT @BudaHefner74: Fuck dat bitch | Mixed | Abusive | User Added |
| RT @BudaHefner74: “@breathTaker___: Wake up in the morning give me head bitch 😂😭” | Mixed | Abusive | User Added |
| RT @Bucky_Montana: If this was high school ER body catch A's hoe lmao 😭😂😂😂 http://t.co/bPfz7sl2mp | Mixed | Abusive | User Added |
| RT @Buckm00se: kill this beaner | Mixed | Hate Speech | User Added |
| RT @Buckm00se: if i dont get drafted for the squad we gonna have some problems drop the faggot jesus | Mixed | Hate Speech | User Added |
| RT @Buckm00se: chava needs to stay in his lane and keep sending gyro to hell you dont want it with the big boys you dirt infest ass beaner | Mixed | Hate Speech | User Added |
| RT @Buckm00se: abel is a 43 yrs old beaner working @ home depot and he didn't want to hang out with you = major L | Mixed | Safe | User Added |
| RT @Buckm00se: @_WhitePonyJr_ @ivanrabago_ when i drink some beurs kid . plus ur a faggot anyways | 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