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 @janbaloch45: Pakistani Christian Couple burnt alive in Kasur Punjab http://t.co/JRxpbsL05Y @veritaz @marvisirmed @Goshno @AliyaNazki … | Mixed | Safe | User Added |
| RT @jamiedupree: Vice President Biden & his wife are in Florida today to stump for Democrat Charlie Crist in his bid for Governor | Mixed | Safe | User Added |
| RT @jama_jam: You gotta be straight forward with hoes ... Tell them what you want from jump ... | Mixed | Abusive | User Added |
| RT @jama_jam: I'm not saying I'm for this but .. Studs will fuck trannys but won't let they bitch strap them down you muhfuckas childish lol | Mixed | Abusive | User Added |
| RT @jakesiwy: @bhasfurter pussy | Mixed | Abusive | User Added |
| RT @jakesiwy: @Ryan_Murphy3 http://t.co/i1rnKjMKeU fag | Mixed | Abusive | User Added |
| RT @jakemoneyzz: Leavin no hope for these hoes | Mixed | Abusive | User Added |
| RT @jakeburnsmfc: @staycoolwheels @BloggerBoxing because hillbillies like sports to... | Mixed | Safe | User Added |
| RT @jaimescudi_: Niggaaaaaa, why these bitches trip so hard over a nigga? When will they realize they're gonna grow up & regret the fool? | Mixed | Abusive | User Added |
| RT @jadenleAnn: @22EdHam hit that bitch with a bottle | Mixed | Abusive | User Added |
| RT @jadefiree: trigger finger keep my pussy wet? no thanks | Mixed | Abusive | User Added |
| RT @jade_vidal: Everyday I turn more into a cold heartless bitch. | 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