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 @UPTMillz: You can buy milk w/ WIC guys RT @VernieMack: #QTNA RT @Major_K8: How y’all bitches gon breast feed wit nipple rings? 😳😖“ | Mixed | Abusive | User Added |
| RT @UPTMillz: 😂 RT @DimpledJoint: INTERESTING RT @curtyndacut: RT if ur child father aint shit...then look in the mirror at the dumb bitch … | Mixed | Abusive | User Added |
| RT @UNCLERUCKUS_BD: Somewhere in the ghetto it's a nigger getting shot over BBQ | Mixed | Abusive | User Added |
| RT @UNCLERUCKUS_BD: Being a nigger isn't a color it's a state of mind | Mixed | Hate Speech | User Added |
| RT @UNCLERUCKUS_BD: Andrew Bynum got traded and then they waived him the very next day... a nigger can't keep a job | Mixed | Abusive | User Added |
| RT @UNApologetic4: 😂RT @Poochda63: X___X RT @COCAINEMOUTH: Only Twitter niggas care bout hairy pussy. Them 5 niggas I fucked today ain't gi… | Mixed | Abusive | User Added |
| RT @UKnoMyNameBxtch: Y'all hoes need to get out more. There so much more to life than being a fuckin hater. Go get yours. | Mixed | Abusive | User Added |
| RT @UFlorida: @GatorZoneFB It's a bird...It's a plane...It's Jake McGee! http://t.co/WVdLScoDvw | Mixed | Safe | User Added |
| RT @UFGatorFamily: Incase any hillbillies try to roast... 🐊🐊 http://t.co/LJ168KTccp | Mixed | Safe | User Added |
| RT @Tyson_Fury: Ow & while I'm at it where has @DavidPrice_1 gone the big lanky twat. | Mixed | Abusive | User Added |
| RT @TyrinFlyGuy: Niggas fufu & bitches is too | Mixed | Abusive | User Added |
| RT @TylersSooClutch: My dad is a hoe, fuck him 🌵 | 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