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 @Michelle_OKC: Got 99 cookies because a bitch ate one. | Mixed | Abusive | User Added |
| RT @MicheleBachmann: Charlie Rangel should apologize to tea party members. I'll set up meetings so he can explain his outrageous comments. … | Mixed | Safe | User Added |
| RT @MichalaSmith4: shout out to the faggots who took a million and one selfies on my phone. 😒😂❤️ @zzachbarness @michealallen72 http://t.co/… | Mixed | Abusive | User Added |
| RT @MichalaSmith4: @zzachbarness @TrippinC ✋ he has a date, hoe. | Mixed | Abusive | User Added |
| RT @MichaelJDelaney: @0beyYourMaster real "lil"...bitch you short as fuck | Mixed | Abusive | User Added |
| RT @MichaelGT03: Happy birthday freshman faggots @cooopster98 @Chase123456718 | Mixed | Hate Speech | User Added |
| RT @MichaelBlackson: This tall goofy bitch just walked in the club, sit your Britney Griner lookin ass down | Mixed | Abusive | User Added |
| RT @MichaelBlackson: #ShoutOut to ChrisBrown for beating up another bitch | Mixed | Abusive | User Added |
| RT @MichaelArenella: Shy girls are cute | Mixed | Safe | User Added |
| RT @MiSSKathEVO: #NoFilter I been getting money I ain't worried 'bout a ho, No matter the occasion I'ma always get the dough 😛 http://t.co/… | Mixed | Abusive | User Added |
| RT @MeyaKardashian: This bitch is fucking insane. “@TwiterDeze_NUTS: 2) what is a sentence that describes you in 5 words?” | Mixed | Abusive | User Added |
| RT @MettaDamnFool: 😭😭😭😭 RT @_MoonWP_: When dykes hear "ladies free before 10" http://t.co/k2TU1S85t6 | 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