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 |
|---|---|---|---|
| @angelo_GL oh yea a-lo aka mr bitches lmao | Mixed | Abusive | User Added |
| @angelo_GL @Tommy_Russell_ yall aint gon get a stitch of pussy.... | Mixed | Abusive | User Added |
| @anepicname only reason I wouldn't give it up is I ahve a fucking CATALOG on this bitch. Arcade games were fire. | Mixed | Abusive | User Added |
| @andrewzoudo @BlVckbricks I'm still gonna smack the fuck out them. They trying to act hard over twitter. Haha pussy ass niggas | Mixed | Abusive | User Added |
| @andreajmarkley @gantaro47 Yes, sorry grant, i'm a bitch so i'm going to ignore you like most libtards ignore the majority voice.... | Mixed | Abusive | User Added |
| @andersonDrLJA i'm so sick of self serving politicians standing by while BO trashes America. #WeAreRepublicNotRegime #ImpeachObama | Mixed | Safe | User Added |
| @anandpradhan @kavita_krishnan funny to read retard liberal tweets. But Anand u didn't delete salwar tweet. Anyway say hi to #DigVijaySingh | Mixed | Abusive | User Added |
| @amyklobuchar he was 17 not 16 & he tried to beat up a much weaker "creepy ass cracker" that is why he is dead. If Zimmerman was a woman... | Mixed | Abusive | User Added |
| @ameriC00N @joeylattime Christian keep laughing and me and him will fuck u up instead pussy bitch | Mixed | Abusive | User Added |
| @amck73 And because it sounds like there is NO prenup, he's gonna cash in, not her. He apparently has ghetto credit. 'magine that?! | Mixed | Abusive | User Added |
| @ambitiousBree trueee, but I can't wait til the day a bitch try me!!!! | Mixed | Abusive | User Added |
| @amarierubio chink eyed ! | Mixed | Hate Speech | 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