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 @PluggedInPiff: Green azz niggas!!!! & yall new bitches condone dat sucka activity dat why they keep doin it!!! | Mixed | Hate Speech | User Added |
| RT @PluggedInPiff: @ThoughtsOfRandy stop following "bad bitches" and ya won't get spammed | Mixed | Abusive | User Added |
| RT @PlainBlack_D: Get these trash ass niggas outta my stadium!!! 😂😂😂 | Mixed | Hate Speech | User Added |
| RT @PlMPCESS: im so fucking done with @sprint i fucking hate you guys and your insurance policy is trash and omg square the fuck up | Mixed | Abusive | User Added |
| RT @PlMPCESS: In the fashion world "urban" definitely means "stolen from black people" it's ghetto on us, and urban on them haha http://t.c… | Mixed | Safe | User Added |
| RT @PlMPCESS: A silent protest in Philadelphia, performance artists protest the murder of Mike Brown while passerby's mock it. http://t.co/… | Mixed | Safe | User Added |
| RT @PizzaBeforeHoes: Move dat muscle hoe 😤 "Tell me watchu mad foe"💪😂 https://t.co/wlvTLgGDPg | Mixed | Abusive | User Added |
| RT @Pinkypromise_12: Lmao these niggas act like lil bitches | Mixed | Abusive | User Added |
| RT @PinkkGlock: “@Coled_Marley: These bitches marrying niggas who got life sentences in jail 😒😒😒” stupid | Mixed | Abusive | User Added |
| RT @PinkieDeville: “@Capt_Slapa_Ho: Fat bitches are rapist” 😭😭😭 | Mixed | Abusive | User Added |
| RT @PinkSapph: If a hoe is talking to your man, she's not the problem, he is. The fact that hoes feel welcomed reflects on how he acts behi… | Mixed | Abusive | User Added |
| RT @PinkDuckTwist: LMFAO WTF “@MakeMeSpazz: “@TheKingSimp: Niggas on here really retarded http://t.co/arhySCAMu6” 😩😂✌️ I'm tf out!!” | 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