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 |
|---|---|---|---|
| @ColeMcDowell2 Waco is ghetto hahaha. Wait til we go pick up nat in Austin tomorrow | Mixed | Safe | User Added |
| @CokeFuckedYou I'm in this bitch on some insomnia shit. Been in bed since midnight. | Mixed | Abusive | User Added |
| @CokaMoschiach_ his defense is trash, and he's been rocked by Jesus Soto Karass, and Diego Chaves. | Mixed | Safe | User Added |
| @CogitoErgoBibo Penske runs the 22 in NASCAR. It's yellow. There's a sponsor already there. #WouldMakeALottaSense | Mixed | Safe | User Added |
| @Cody_smith64 true! I miss yall man, yall are my brothers. Is mikey starting? And what about the chink? Lmfao | Mixed | Hate Speech | User Added |
| @ClutchAction c'mon pussy | Mixed | Abusive | User Added |
| @ClicquotSuave the new nip dropped today rii? | Mixed | Safe | User Added |
| @ClicquotSuave my nigga what her pussy smell like? | Mixed | Abusive | User Added |
| @ClicquotSuave maas mermaid and sharkette pussy | Mixed | Abusive | User Added |
| @ClicquotSuave I would dead upper cut that bitch | Mixed | Abusive | User Added |
| @Claudialena8 she wasn't saying she did, but yes me and Kannon have both been in the ghetto and know what it's like so u look dumb. | Mixed | Safe | User Added |
| @Citygirl_moe - remember when we played plaquemine & they kept calling our whole team gay & Lydia said "I'll turn all you hoes out, fwm!" 😩😭 | 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