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
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| RT @wizkhalifa: Respect the man with vision and a gang of bitches to follow it. | Mixed | Abusive | User Added |
| RT @wizkhalifa: On the east coast there's colored hair everywhere. This must be the sweetest wave ever. | Mixed | Safe | User Added |
| RT @wizkhalifa: Currently taking over ur bitches brain with my creativity and wierdness. | Mixed | Abusive | User Added |
| RT @wittybigtwittys: I use the word cunt very loosely | Mixed | Abusive | User Added |
| RT @wishfulll: Big booty bitches with... "@StagBeChillin: Ass RT @iDocLyfe: Tits" | Mixed | Abusive | User Added |
| RT @wisdom_spewed: No, you stupid redneck, "Animal Husbandry" does NOT mean you can get hitched to your blue tick hound, Misty. | Mixed | Hate Speech | User Added |
| RT @wintervphillips: *steals your bitch* | Mixed | Abusive | User Added |
| RT @winkSOSA: "@AintShitSweet__: "@Rakwon_OGOD: Nigga messed with the wrong bitch 😭😂https://t.co/5mNXKVAYot" 😭😭😭😭😂😂😭😭😂😂😂😂😂😂😂"@Th_Real_Esco | Mixed | Abusive | User Added |
| RT @wilw: Even shorter Charlie Sheen: "Your move, Mel Gibson." | Mixed | Safe | User Added |
| RT @willyroast2: yo girl pussy stank @SoloExMachina This tweet stinks RT @willyroast2: There is no suck thing as a faithful bitch in Washin… | Mixed | Abusive | User Added |
| RT @willyroast2: Ratchet hoes wear flip flops that curl up and turned black like souls of slaves walked in them | Mixed | Abusive | User Added |
| RT @willgoes_ham: I love bad bitches that's my fuckin problem 😏 | 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