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 @StonerBoii2cold: “@TreVaughnLG: Moma said no pussy cats inside my dog house” that's what got bro nem locked inside the dog pound !! | Mixed | Safe | User Added |
| RT @Stone_DTF: Im so popular… All yo bitches know me. Most these niggas hatin… well at least they know me | Mixed | Abusive | User Added |
| RT @StillJohnCA: KNOCK KNOCK. Who's there? GEORGE. George who? GEORGE ZIMMERMAN. Oh, George Zimmerman. Welcome to cell block C, bitch! | Mixed | Abusive | User Added |
| RT @Stfu_NobodyCare: 😂😂😂😂😂😂 “bird fucking” | Mixed | Abusive | User Added |
| RT @Steven_ratata: @savanigga warning shots are for pussies I'm just gonna gun you down! And steal your pink boots! | Mixed | Abusive | User Added |
| RT @Steven_ratata: @savanigga @CheersToKellin sav you are so nicee love you too twat! :) | Mixed | Safe | User Added |
| RT @SteveStfler: when you're in public with your side hoe http://t.co/365oqX2sTx | Mixed | Abusive | User Added |
| RT @SteveStfler: ur a faggot if you change your name to your bday just so you can get bday tweets. this aint FB nigga, fuck yo birthday | Mixed | Hate Speech | User Added |
| RT @SteveStfler: future bae best drink fiji water so her pussy taste like retweets & cinammon apples | Mixed | Abusive | User Added |
| RT @SteveStfler: White girls, if your black boyfriend doesn't call you 'shawty', then bitch you ain't that special. | Mixed | Abusive | User Added |
| RT @SteveStfler: This bitch doesn't know what she wants.. http://t.co/S5wZNkhJW4 | Mixed | Abusive | User Added |
| RT @SteveStfler: Rise of the planet of the apes http://t.co/10yadnRfKS | 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