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 @tylerschuster88: How much coke did Charlie sheen do?.. Enough to kill two and a half men I guess | Mixed | Safe | User Added |
| RT @tyleroakley: Merry Christmas, everyone! Unless you're a fucking bitch then literally just go. | Mixed | Abusive | User Added |
| RT @tylergposey: Happy teen wolf! Here's me with @IanBohen getting ready to bitch slap a berzerker http://t.co/ZChBqXFA0g | Mixed | Abusive | User Added |
| RT @tylerfucks: recent studies have shown that ur a lil bitch | Mixed | Abusive | User Added |
| RT @tyler_yost: You guys are all the best @brownboy_U @Yojhan174 @caitnicole3 @alexiscarfield @CiCi_Phi love you nig nogs #indyfam | Mixed | Abusive | User Added |
| RT @twincitytyson: bitches hanging in the salty spatoon, tweetin "y can't I find a good guy :-(:-(:-(" | Mixed | Abusive | User Added |
| RT @twerkn4boba: " fuck you say bitch? I will kill you " http://t.co/3EiGzh6Q13 | Mixed | Hate Speech | User Added |
| RT @twayne1010: Charles Manson's fiancee will have a difficult time planning their honeymoon. Charlie can't surf. | Mixed | Abusive | User Added |
| RT @twaimz: i have never screamed so much like a little bitch just from A FUCKING VIDEO GAME IM LEAVING EARTH I-G-G-BYE | Mixed | Abusive | User Added |
| RT @turk_jt12: That bitch ain't loyal. | Mixed | Abusive | User Added |
| RT @tupactopus: need a bad bitch who knows how 2 treat a pokemon master right | Mixed | Abusive | User Added |
| RT @tupactopus: hoes on my jitterbug | 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