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 @6OLDAR: "@lovelyweird0: I need their workout plan 😍😩 http://t.co/XMnIm9YIVN" third bitch had a fucking miracle | Mixed | Abusive | User Added |
| RT @666joselopez: @Victorasap_ your voice mail little bitch ass nigga http://t.co/n9dMDtvWts | Mixed | Abusive | User Added |
| RT @602StrangeAngel: Your Swags off fag sauce | Mixed | Hate Speech | User Added |
| RT @5SOS: It's the best thing ever driving past crowds of people at shows and seeing bandannas coloured hair 5sos shirts that you've made o… | Mixed | Safe | User Added |
| RT @5200LorA: im pregnant ass bitches , matter fact ima slip down the steps ass bitches | Mixed | Abusive | User Added |
| RT @516Jake: Hungover and feeling yyyyyeelllloooowwwwww @outlawdipper @mudjug1 #dbh #yellow http://t.co/hJe7v4aWdw | Mixed | Safe | User Added |
| RT @510988: Ugliest bitches I've ever seen 😂 https://t.co/JLeYDCegf0 | Mixed | Abusive | User Added |
| RT @49ers: Oregon State WR @brandincooks is a popular #49ers pick in recent mock drafts. DRAFT TRACKER: http://t.co/AEueKmhkQX http://t.c… | Mixed | Safe | User Added |
| RT @49ant: you aint getting no hoes to come back to the room with you if you staying at circus circus bruh | Mixed | Abusive | User Added |
| RT @49ant: if she lives at home she's a little less likely to cheat on you and be a ho | Mixed | Abusive | User Added |
| RT @49ant: down ass bitch RT @NewsBreaker: Aaron Hernandez's girlfriend lied to grand jury 29 times http://t.co/k6x3dUKhtf | Mixed | Abusive | User Added |
| RT @490xl: why get attached to people when you can jump in a trash can and feel the same way | Mixed | Safe | 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