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 @marsrader: The incredible scales of celestial bodies. http://t.co/NZV80jRmiG | Mixed | Safe | User Added |
| RT @marrybel_: maybe yall hoe ass niggas should start considering girls feelings shiii, think about if a nigga is doing what you're doing, … | Mixed | Abusive | User Added |
| RT @marleylowkey_: “@_100D: All These hoes sooo average 😩😕” of course | Mixed | Abusive | User Added |
| RT @marksidaway: Last time #xfactor auditions came to Dublin, I auditioned @MaryByrneMusic and @NiallOfficial. And a man in a blue monkey s… | Mixed | Safe | User Added |
| RT @markiiejay: You got niggas & i got bitches | Mixed | Hate Speech | User Added |
| RT @markhoppus: Yes, yes I know all about the FOB reconciliation. IT WAS MY IDEA! You're welcome. | Mixed | Safe | User Added |
| RT @marissaaxoo: You're a cunt. Screen shot that | Mixed | Abusive | User Added |
| RT @mandylea25: I've talked too much trash for OU to lose today.. | Mixed | Safe | User Added |
| RT @manchild1077: Oreo Speedwagon #FatBands | Mixed | Safe | User Added |
| RT @makenzies_mask: Yo bitch, what cho name bitch? I wanna fuck ya bitch. -Jacey (the things she says to me doe) @__0utcast___ #bff #baby #… | Mixed | Abusive | User Added |
| RT @makamj_: bitch nigga qualities is all you can provide. 😂 | Mixed | Abusive | User Added |
| RT @mahxnesthot: twinkle twinkle little star I fucked your bitch and stole your car | 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