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 |
|---|---|---|---|
| RT @iamMaliachigh: Every bitch with her ass out on Instagram bio be like deleted at 100k for booking email backpagepussy@gmail.com | Mixed | Abusive | User Added |
| RT @iamKatJohnson: RT @1inkkofrosess: It's bout that time were I feel like beening a hard working woman .....and a stripper hoe by night do… | Mixed | Abusive | User Added |
| RT @iamKatJohnson: @1inkkofrosess bitch get it how you live 😂💯 | Mixed | Abusive | User Added |
| RT @iaintshitbruh: white bitches win again smh “@trackinBlackKev: i fucking hate you @MichelleDBeadle” | Mixed | Abusive | User Added |
| RT @iadorewomen_: ALL Relationships come w/ hatin ass hoes🙍, drama👊, jealousy😒, arguments😡.. ALL THAT. Only REAL couples laugh at the shit … | Mixed | Abusive | User Added |
| RT @iadorewomen_: A couple 👫 is "A couple" 👌 Not "A couple & one" 👫🚶 Not "A couple & some" 👫🙆🙅💁 Not "A couple & plenty" 👫 💃💃💃💃💃 No hoes No … | Mixed | Abusive | User Added |
| RT @iadorewomen_: #IfWeDate Get rid of Your Ex's 🚶🚶🚶🚶🚶🚶🚶 Get rid of Your hoes 💃💃💃💃💃💃💃 We don't Need No interference 😍💑👫💍😘💏❤️💯 | Mixed | Abusive | User Added |
| RT @i__pooteD: There's pussy makeup? | Mixed | Abusive | User Added |
| RT @i__pooteD: I wanna watch a nigger made before Christmas | Mixed | Abusive | User Added |
| RT @i_GotHoProblems: These bitches don't love nobody & the ho's is for everybody! | Mixed | Abusive | User Added |
| RT @i_EaT_PIE: Dame the type of bitch that go to jail to meet men 😂😂😂 http://t.co/ZWtTSb9cc1 | Mixed | Abusive | User Added |
| RT @iTAT_uPAY: Every females worried about being played, & every nigga worried she a hoe. So nothing but games will b played wit that minds… | 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