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 @ATLienZ404: "Why did you give birth to me you bitch" http://t.co/nMoXKm4pwX | Mixed | Abusive | User Added |
| RT @ATL_PRiNCeSS: A real bitch know she gotta pluck dat nipple hair | Mixed | Abusive | User Added |
| RT @ASillyPsycho: Don't be a bitch to me. I'll be a bigger one and I'll win. | Mixed | Abusive | User Added |
| RT @ASAP_Ford: I hate when a nigga ask me "Where the hoes?" .... Nigga idfk ! | Mixed | Hate Speech | User Added |
| RT @ASAPYams: fresh razor blades in my goth bitch stocking | Mixed | Abusive | User Added |
| RT @ASAPYams: bitches out here not lovin they self enuff for the both of us juheard | Mixed | Abusive | User Added |
| RT @ARIZZLEINDACUT: Females think dating a pussy is cute now? http://t.co/J8B2JaaDxK | Mixed | Abusive | User Added |
| RT @AP_Noticias: #ÚLTIMAHORA El republicano Charlie Baker elegido gobernador de Massachusetts. #Election2014 #APracecall http://t.co/qkbWQ… | Mixed | Safe | User Added |
| RT @APTheCreated: @bellabelcastro is the realest bitch I know. Lol | Mixed | Abusive | User Added |
| RT @AP: Lifelong Yankee fan puts aside rooting interest and returns lost Red Sox World Series ring to rightful owner: http://t.co/GDLcpWDNoo | Mixed | Safe | User Added |
| RT @AMGLLCCEO: When you die but a bad bitch walk in yo funeral 😎😎😂😂😂😂 http://t.co/YZs9DQVqDV | Mixed | Abusive | User Added |
| RT @AMGLLCCEO: Social network got bitches heads like 😩 http://t.co/BHMUO4x4VU | 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