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 @WhitneyNoCrack: Die slow bitch "@Thotcho: That’s @WhitneyNoCrack RT @tonestradamus: Scary accurate http://t.co/dX79NXklL9" | Mixed | Abusive | User Added |
| RT @Whitesidemzu: Me: MOM CAN YOU MAKE ME A SANDWHICH!!! *doesnt hear* *whispers to myself* "deaf bitch" Mom: WHAT THE FUCK DID YOU JUST SA… | Mixed | Abusive | User Added |
| RT @WhitesOnly_1: #niggers! http://t.co/Hb3uJaLky2 | Mixed | Hate Speech | User Added |
| RT @Whiteboyyx01: Behind that twinkle in your eyes I can see the bitch in you 👀👌 | Mixed | Abusive | User Added |
| RT @WhiteboiColeman: Stepping away from the twitter beef. I'm going to bed cause I gotta be up at 5. Gotta go be a redneck asshole at my us… | Mixed | Abusive | User Added |
| RT @WhitePeopleTalk: “KOBE” as they shoot a piece of paper into the trash | Mixed | Safe | User Added |
| RT @WhiteNiggaSwagg: Hmmm, is that a Ratchet hoe I smell? | Mixed | Abusive | User Added |
| RT @WhiteBoyCeezy: these hoes too familiar | Mixed | Abusive | User Added |
| RT @WhenRappersaids: When Tupac said "I ain't a killer but don't push me, revenge is the sweetest joy next to getting pussy" http://t.co/wF… | Mixed | Abusive | User Added |
| RT @WhenRapperSaid: When Tupac said "I ain't a killer but don't push me, revenge is the sweetest joy next to getting pussy" http://t.co/pto… | Mixed | Abusive | User Added |
| RT @WhenRapperSaid: When Joey Bada$$ said "Traded in my Nikes for a new mic, I guess it's safe to say he sold his soles for a new life." ht… | Mixed | Safe | User Added |
| RT @WhenEminemSaid: When Eminem said "Call me a faggot, cause I hate a pussy" http://t.co/emkB7oSgqD | 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