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 |
|---|---|---|---|
| Sighs of relief from Beijing Guoan fans & #China's govt as club nips Japanese rival 2-1 in tense match: #football http://t.co/EesEOR7Iba | Mixed | Safe | User Added |
| Sierra almost got caught with the ole hick 😂😂😂 | Mixed | Safe | User Added |
| Side hoes need rounds too... RT @Peachpapayya: They always play stupid hoe song back to back | Mixed | Abusive | User Added |
| Side bitches are basically new relationships started.An addition to the problems you already have with your primary woman. | Mixed | Abusive | User Added |
| Sick of your coon antics RT @POONsoaker: Accuracy RT @Thotcho: “Henny > water” 💀💀💀 | Mixed | Hate Speech | User Added |
| Sick of hearing AP kids bitch about their "oh so poor" 4.2 GPA. No one cares. | Mixed | Abusive | User Added |
| Shyyyyyt, 12 hours ain't no hoe... «@_SHAYALICIOUS_ This fulltime..12/hr plus overtime and benefits sounds real good to me» | Mixed | Abusive | User Added |
| Shyt b pissing me off RT @Tristine214: @Thowd214 ugh I cannot stand bitches like that smh | Mixed | Abusive | User Added |
| Shylock & Wongs: 3 Incidents of Democrat Bigotry In 3 Weeks - Media Mum http://t.co/rX8ynPg1Yd via @BreitbartNews | Mixed | Safe | User Added |
| Shylock & Wongs: 3 Incidents of Democrat Bigotry In 3 Weeks - Media Mum http://t.co/iX03VrK0KI via @BreitbartNews | Mixed | Safe | User Added |
| Shy singer surprises and melts Simons heart: http://t.co/RbCWsvvdJY This was so damn beautiful! I almost cried!! | Mixed | Safe | User Added |
| Shy glizzy sound dumb as shit, you know nothing bout medellin | 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