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 @LOUD_besos: @Thotcho bitch I'll end your fucking life. You a fuckboy | Mixed | Abusive | User Added |
| RT @LOHANTHONY: lana uses the term "bad bitch" in a UV track. i've never been more proud. | Mixed | Abusive | User Added |
| RT @LOHANTHONY: i'm so hungry if someone would send me a flying parachute with brownies attached to it like they do in the hunger games tha… | Mixed | Safe | User Added |
| RT @LOHANTHONY: i'd never send my kids to private school because then they would never experience ghetto public school fights | Mixed | Safe | User Added |
| RT @LMAOAtBASICS: Bitches twerk to anything , rock , country..these bitches a twerk to gospel, to take me to the king 😩😩 | Mixed | Abusive | User Added |
| RT @LL_Jono: @Krhymez_24 Go home bitch | Mixed | Abusive | User Added |
| RT @LJSpagnoli: Isis and Jihadi Terrorists 'Post 90 Tweets Every Minute' to Spread Propaganda http://t.co/eRJMveF996 | Mixed | Safe | User Added |
| RT @LI_ALP: Still Texans nation hoe. | Mixed | Abusive | User Added |
| RT @LIVYLOHAN: “@1waynostra: Dats y I don't argue wit Dese bitches lol” keep it brief trappa lls | Mixed | Abusive | User Added |
| RT @LILBTHEBASEDGOD: ultimate bitch mixtape is done!!! words from Lil B!! - Lil B | Mixed | Abusive | User Added |
| RT @LILBTHEBASEDGOD: That nerdy fat bitch yes sir she fucked " The BasedGod" - Lil B | Mixed | Abusive | User Added |
| RT @LILBTHEBASEDGOD: I only eat gluton free pussy - Lil B | 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