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 @maycie32: @Whitecholo23 ya by being your bitch;) | Mixed | Abusive | User Added |
| RT @maycie32: @Whitecholo23 np big nig nig | Mixed | Safe | User Added |
| RT @maya_hampton: i really do get excited to see my bad bitch association in lunch everyday they always make me laugh | Mixed | Abusive | User Added |
| RT @maya_hampton: @whateverduuude ily ur a bad bitch | Mixed | Abusive | User Added |
| RT @mavkus__: @Victooreeuhhh nun fucking bitches getting money | Mixed | Abusive | User Added |
| RT @mattchew81: My ex told me once she wanted me to get her a gift that would take her breath away so I got that bitch a treadmill | Mixed | Abusive | User Added |
| RT @matt_sliwinski: Fuck @CARefree_liviin she's a basic bitch | Mixed | Abusive | User Added |
| RT @mathewsjw: Muslim Jihadi fighters book tickets on cruise ships to Syria and Iraq  http://t.co/auFmcZ01Y3 | Mixed | Safe | User Added |
| RT @marylene58: "@maggietanquary: shes one of the ugliest women Ive ever seen. Cross between a reptile and a crow." http://t.co/jsyAoguP4S | Mixed | Hate Speech | User Added |
| RT @marylene58: "@GoalieBill328: @sarobards @Julesofthesmile @NeliusPamela @PubliusScion yes she is ghetto bitch" http://t.co/jIxWXEXNIe | Mixed | Abusive | User Added |
| RT @marvelmaliks: @1D_NIPPLES_ you little stupid ass bitch i aint fucking with you | Mixed | Abusive | User Added |
| RT @marthayabish_: that's the type of bitch that I hate | 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