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 @Naezus: I remember playing the Halo 4 episodes with @The_Paradox. The pussy finished all chapters without me. Fuck him. | Mixed | Abusive | User Added |
| RT @Nachumlist: Charlie Rangel: ´The Things We Believe in Are Spiritual Damn Things´ http://t.co/NwgiJ1mjia | Mixed | Safe | User Added |
| RT @NachoPicasso: These fine bitches are prolly poopin and flat ironing they hair to no flex zone right now... | Mixed | Abusive | User Added |
| RT @NabilAbuAmirah: @SteveWorks4You gave themselves, when the bakers took pay cuts that killed the Twinkie. Tell the fucking truth for once… | Mixed | Abusive | User Added |
| RT @NYeoman: Jets, Bills and Dolphins all win. How does sole possession of last place feel Mr. Belichick? | Mixed | Safe | User Added |
| RT @NYTMinusContext: kill whitey | Mixed | Hate Speech | User Added |
| RT @NYRKelsMads: Almost forgot. Posing as an old brawd won't get you pussy, needle dick. Beat it. #LOLLOLLOL http://t.co/5xMvcyILuW | Mixed | Abusive | User Added |
| RT @NRoth44: Wow the stupid nigger in LeBron really came out there | Mixed | Hate Speech | User Added |
| RT @NOGOODNIGGER_: Stop gassing up these regular ass bitches | Mixed | Abusive | User Added |
| RT @NIGNORAMUS: Here's how your "suggestion" plays out @piersmorgan Racist: ha, those niggers stopped callin each other nigga The end | Mixed | Hate Speech | User Added |
| RT @NICKIMINAJ: U bitches could neva get him to buy all dem snacks. Fuk wit me | Mixed | Abusive | User Added |
| RT @NHLDevils: 2-2! Adam Henrique cleans up the trash in front of the net, tying the game for the #NJDevils with 11:06 left in regulation! … | 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