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 |
|---|---|---|---|
| “@__thaRealist: Shawty wanna charge for pussy but I'm like whoa now😱” turnt her on to cash she use to fuck for free | Mixed | Abusive | User Added |
| “@__thaRealist: Lil bitty bitch” 👏👏👏👏👏lingo | Mixed | Abusive | User Added |
| “@__thaRealist: @VoiceOfDStreetz u a hoe broski u gotta look at dat shit”👀👀 | Mixed | Abusive | User Added |
| “@__thaRealist: 😒 dis hoe BRI will fuck up a wet dream” Pop up in the dream like http://t.co/aSiQg6EBPb | Mixed | Abusive | User Added |
| “@__nijel: This hoe Mimi said "I hurt my hand" 😑”😂😂😂 bitch her throat 😂😂 | Mixed | Abusive | User Added |
| “@__marshe: Niggas is hoes man I swear” | Mixed | Abusive | User Added |
| “@__kiante: “@1017_Sqquad: Iont got not type ... Bad bitches is the only thing that I like” ayeee!!” Throw that ass in a sphere 👀😂 | Mixed | Abusive | User Added |
| “@__iamjazz: ion eat cat . 🙅”bitch what you gay for then | Mixed | Abusive | User Added |
| “@__austinnn: @Satisfied_x 💯 what u did Mr bitches” 😂 stop calling me that but I balled | Mixed | Abusive | User Added |
| “@___Tamm: @VoiceOfDStreetz that wasn't me hoe azz boi” I'm (sniff sniff ) sorry (sniff sniff) http://t.co/CTmwGWEKNL | Mixed | Abusive | User Added |
| “@___Tamm: @VoiceOfDStreetz cuz you a hoe lol” cuz you went on your lil rant on me man! | Mixed | Abusive | User Added |
| “@__Neecol: Like why tf is this bitch following me ?”👀 | 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