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 |
|---|---|---|---|
| soon As u get some PT and y'all wonder why I go so hard on these hoes!!! bitches ain't shit smh... | Mixed | Abusive | User Added |
| son of a bitch. I hope I don't get the e- bola before I can ride my Harley at Sturgis. | Mixed | Abusive | User Added |
| sometimes I'm just like wow this bitch had the audacity to talk shit .... look at you and your life then look at me and mine 😂😂 | Mixed | Abusive | User Added |
| someones clearly a stinky ass beaner... | Mixed | Hate Speech | User Added |
| someone just called someone a "bitch ass nigga" on black ops | Mixed | Abusive | User Added |
| somebody take these Oreos away from me before I eat the whole pack | Mixed | Safe | User Added |
| somebody put a sticker on my dogs cheek 😒😾 bitch | Mixed | Abusive | User Added |
| some rich pussy with some bullshit rich problem. (idea for an independent film) | Mixed | Abusive | User Added |
| some prude bitch unfollwed me show me ur ugly face | Mixed | Abusive | User Added |
| some kid in an angry birds costume bumped into me and I fell over making something else fall over into something else which wobbled and.. | Mixed | Safe | User Added |
| some guy said I was wearing leggings and laughed and called me a fag. they're JEGGINGS, asshole. | Mixed | Abusive | User Added |
| some cunt go get me amber leaf and papers? cani be arsed walking to nisa #lazy | 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