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 @leandr321: Lowkey have no hoes and my life is an L | Mixed | Abusive | User Added |
| RT @leandr321: I'm one of those faggots who hates the word mines | Mixed | Abusive | User Added |
| RT @leandr321: I can't never keep no bitch cause I put them hoze out | Mixed | Abusive | User Added |
| RT @league_mvp: If you feel gotta party every weekend for entertainment, ima just assume you embrace partaking in hoe-like activities | Mixed | Abusive | User Added |
| RT @laydeesweets: Exactly!! & i miss you bitch! @VivaLAJuicyy69 | Mixed | Abusive | User Added |
| RT @lavishlolaaaaaa: Bitches be out here eating pussy more than niggas  | Mixed | Abusive | User Added |
| RT @laurenramirez16: @SatsuiYesHadou bitch nigga 😈 | Mixed | Abusive | User Added |
| RT @lategrllishaa_: "@_reathie: "@lategrllishaa_: "@_reathie: @lategrllishaa_ 😂😂 whatUp"Wyd B 😂😂😂"chilling in the square wbu ?"bitch wat u … | Mixed | Abusive | User Added |
| RT @larryx2010: @Tip 4370 sunnyslope dr, memphis tenn 38141...come over and get fucked in the ass you lil skinny bitch, i love read skinny … | Mixed | Abusive | User Added |
| RT @larryelder: Holder asks, "What AG has had to deal with that kind of treatment?” Tell the whiny little bitch to call Alberto Gonzales an… | Mixed | Abusive | User Added |
| RT @landraa__: "@Food_BE_goodHUH: IM CRYING😩😭😂✌️ http://t.co/Lw0mhdJ7Cg" 😭😂😂 that bitch going hard | Mixed | Abusive | User Added |
| RT @lamessican: I love when bitches throw shade. Just confirms i'm doing something right 😂 | 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