| English v.s. Other | English v.s. Spanish | Other v.s. Spanish | |||
---|---|---|---|---|---|---|
 | Observed difference | p_val | Observed difference | p_val | Observed difference | p_val |
Ridge classifier | − 0.0915 | 0.135 | − 0.3576 | 0.008 | − 0.2661 | 0.081 |
Perceptron | − 0.1098 | 0.070 | − 0.3733 | 0.005 | − 0.2635 | 0.095 |
Passive-aggressive | − 0.0677 | 0.266 | − 0.2410 | 0.087 | − 0.1733 | 0.281 |
kNN | − 0.0934 | 0.159 | − 0.3230 | 0.021 | − 0.2295 | 0.121 |
Random forest | − 0.0094 | 0.833 | − 0.2379 | 0.023 | − 0.2285 | 0.064 |
LinearSVC_L1 | − 0.0931 | 0.132 | − 0.3587 | 0.007 | − 0.2656 | 0.097 |
LinearSVC_L2 | − 0.0919 | 0.135 | − 0.3580 | 0.008 | − 0.2661 | 0.095 |
SGDClassifier_L1 | − 0.0967 | 0.113 | − 0.3531 | 0.015 | − 0.2564 | 0.097 |
SGDClassifier_L2 | − 0.0939 | 0.143 | − 0.3583 | 0.009 | − 0.2643 | 0.078 |
SGDClassifier_EN | − 0.0940 | 0.136 | − 0.3463 | 0.009 | − 0.2523 | 0.093 |
MultinomialNB | − 0.1432 | 0.017 | − 0.2967 | 0.034 | − 0.1535 | 0.295 |
BernoulliNB | − 0.0697 | 0.091 | 0.0230 | 0.818 | 0.0927 | 0.397 |
Logistic regression | − 0.0849 | 0.174 | − 0.3318 | 0.025 | − 0.2469 | 0.093 |
SVC_rbf | − 0.0984 | 0.112 | − 0.3491 | 0.013 | − 0.2507 | 0.104 |
SVC_poly | − 0.1035 | 0.100 | − 0.3809 | 0.009 | − 0.2773 | 0.072 |
SVC_sigmoid | 0.0372 | 0.544 | − 0.1784 | 0.203 | − 0.2155 | 0.151 |