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 |
|---|---|---|---|
| RT @MissUnfoolish: I don't fuck wit fake hoes all I touch is J-Los | Mixed | Abusive | User Added |
| RT @MissUndersto_Od FELLAS TAKE NOTE RT @NaughtyTurnOns: Eating pussy keeps your lips soft. (; | Mixed | Abusive | User Added |
| RT @MissKeiParker: @WeekndJammin sheeeeeit you tell me! I wana fat bitch that smell like bologna 😍😩 | Mixed | Abusive | User Added |
| RT @MirrorWeirdNews: Adorable tiny monkey showering in a sink is the cutest viral video you'll see this weekend http://t.co/cwc0b0Z9PB http… | Mixed | Safe | User Added |
| RT @MiraGotTheJUICE: Woah did this bitch say love?😶😂😂😭😭 http://t.co/7PzRbWX0NU | Mixed | Abusive | User Added |
| RT @MindOnSuccess_: My mother be on some trash man 😂 I ask her EVERYDAY, you need/ want some money? She say "Naw I'm good!" But come payday… | Mixed | Safe | User Added |
| RT @MindCertified: If you're a hoe, don't expect princess treatment... | Mixed | Abusive | User Added |
| RT @MillerThaGod: When Kendrick Lamar said "I call a bitch a bitch, a hoe a hoe, a woman a woman." I knew he was onto something. He was pre… | Mixed | Abusive | User Added |
| RT @MileyCyrus: i know what color my skin is. you can stop with the friendly reminders bitch. | Mixed | Abusive | User Added |
| RT @Milesss_: like if you're a bitch, own it and be a bitch. But just cuz you got some flower emojis in some tweets doesn't mean you're som… | Mixed | Abusive | User Added |
| RT @Milesss_: If u say #blessed u r hashtag lying and r probably unhappy w/ ur life fake bitches lolz😂 | Mixed | Abusive | User Added |
| RT @MilesM_05: How ghetto girls start their fights 😂 https://t.co/WyKh16PLek | 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