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 @Peteypab620: Eddy and teezy get no pussy so I don't know why they always talking about that shit. They've never taken anyone's girl eit… | Mixed | Abusive | User Added |
| RT @PeterpandaCat: @savanigga Sav is a fag | Mixed | Hate Speech | User Added |
| RT @PeteRose_14: On this day 1941 the #Yankees Joe DiMaggio goes 0 for 3 with a walk vs Cleveland #Indians to end his 56 game hitting streak | Mixed | Safe | User Added |
| RT @Petahhdagod: bitch http://t.co/GLUuG7qz2p | Mixed | Abusive | User Added |
| RT @Perspective_pic: Retweet if you see the bird. http://t.co/o7reXL0teu | Mixed | Safe | User Added |
| RT @Persianboi10: #YesAllMen these hoes ain't loyal | Mixed | Abusive | User Added |
| RT @Permatrippin: How i eat the pussy http://t.co/kdFHDx8yDT | Mixed | Abusive | User Added |
| RT @PenguinGraham: Someone who claims they're a bad bitch shouldn't get offended so easily. | Mixed | Abusive | User Added |
| RT @PedroBALLOUT: “@ApeezyBaby: New Year's Eve bitches be like ... #nye14 #drunkinlove #beyonce https://t.co/fsGa5WtKxn” | Mixed | Abusive | User Added |
| RT @Pearls_N_Kisses: These hoes be acting up.. & you know what, Imma let em.. | Mixed | Abusive | User Added |
| RT @Pbn_Rico: Maury 65 years old and still exposing hoes.. 💯 | Mixed | Abusive | User Added |
| RT @PaulIzzo2: @HomSec @LyndaG1963 Honey pot Harf is the state dept version of pussy Paltrow | 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