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 |
|---|---|---|---|
| “@LickMyWhooooop: @vintage_monroe_ @JustDoItSlow it aint bundles soooo nope”it is bitch she happy hosting | Mixed | Abusive | User Added |
| “@LesterrNem: Bad bitches is the only thing that I like 👊👀👊”👉👉👉 | Mixed | Abusive | User Added |
| “@Leslieeeixta: @Vikyfdez15 fuck up bitch 😒” get out mi house 🏡👊🙅😂 | Mixed | Abusive | User Added |
| “@LeggsMania: the next time I see this bitch I'm beating her ass. job or not.” lol | Mixed | Abusive | User Added |
| “@LeggsMania: @PhenomenalRo you not gone leave hoe”😂😂😢 | Mixed | Abusive | User Added |
| “@LegendaryE_: i dont een tryna be disrespectful when i say bitch. its just a term, like bruh or son” | Mixed | Abusive | User Added |
| “@Leelucas_: Yall on my TL need to be sleep yall got school tomorrow” bitch I got straight A's ion need to go 😂 | Mixed | Abusive | User Added |
| “@Leelucas_: I fucked up in the 6th grade”yeah bitch you wants to fight me with yo dawg ass | Mixed | Abusive | User Added |
| “@Leelucas_: Going dumb on this essay”😂 bitch you sad. | Mixed | Abusive | User Added |
| “@Leelucas_: @darwinjames125 @100046729 they can't fit on that small ass street son”bitch you know what happen last time we was onyur st 😂 | Mixed | Abusive | User Added |
| “@Leelucas_: @100046729 mo bitch the special Ed Darlene from backatown 😂😂”💀 GN | Mixed | Abusive | User Added |
| “@Leelucas_: @100046729 lol , be cool son. You know your grandma bald mouth”she got all her teeth hoe 😂😂 | 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