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 @ella__fraser: When you clam up, my survival instinct is to kick the door shut | Mixed | Safe | User Added |
| RT @eleven8: "You bummy hoes can't do this" ur right sis. Most I do is splash some peppermint soap on it. Other shit ain't necessary. | Mixed | Abusive | User Added |
| RT @elcinpoyrazlar: Two Jihadis Arguing Over Stolen M&M's Will Make Your Day http://t.co/uFRcLDiovX @markham @vocativ http://t.co/zukwJ2ve2d | Mixed | Safe | User Added |
| RT @elchavaloko: Wouldn't mind driving up to ghetto ass chula vista just to slap the shit out of gyro and watch him stand there and just ta… | Mixed | Abusive | User Added |
| RT @elchavaloko: I still laugh at maniac being scared of needles,i bet he was crying like a bitch when he got his gay ass tat | Mixed | Abusive | User Added |
| RT @elchavaloko: I can see moose rockin himself back n forth in a corner of n empty room with his faggot hair all in his face sayin 2 himse… | Mixed | Abusive | User Added |
| RT @elchavaloko: @_WhitePonyJr_ @saucygyro @Buckm00se so you gonna believe me,a cripple or a fuckn hippo?? | Mixed | Abusive | User Added |
| RT @elchavaloko: @_WhitePonyJr_ @Buckm00se @Eric_Mariners i see you guys kicked this long haired faggot out your lil video game team | Mixed | Abusive | User Added |
| RT @elchavaloko: @UntouchableVick @staycoolwheels yea but cotto was frustrated n didnt wanna go on,and like a bitch he left the ring as soo… | Mixed | Abusive | User Added |
| RT @eidolon_ebooks: dreamt i was in a trash bag, btw. | Mixed | Safe | User Added |
| RT @efromthelost: @ObieOneHHH #doggpound never left hip hop fans just turned into hoes. Literally ratchet broads that pretend to like baske… | Mixed | Abusive | User Added |
| RT @eemoneee: I wish a bitch would tell me something that I don't know about MY nigga. girlboo | 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