alaska_results_v0.1.rtf

Raw embeddings and merged by Average 
Tag             Songbird    Water Bird    Insect    Running Water    Rain    Cable    Wind    Vehicle    Aircraft
------------  ----------  ------------  --------  ---------------  ------  -------  ------  ---------  ----------
N. Neighbors        0.72          0.53      0.53             0.71    0.82     0.8     0.91         -1       0.5
Linear SVM          0.89          0.75      0.74             0.91    0.82     0.84    0.87         -1       0.059
RBF SVM             0.83          0.67      0.48             0.74    0.81     0.84    0.9          -1       0.87
Gaussian P.         0.87          0.65      0.72             0.94    0.8      0.91    0.91         -1       0.77
Decision T.         0.7           0.57      0.58             0.85    0.64     0.8     0.76         -1       0.5
Random F.           0.74          0.62      0.67             0.68    0.86     0.75    0.86         -1       0.34
NN                  0.88          0.72      0.7              0.94    0.82     0.92    0.9          -1       0.87
AdaBoost            0.79          0.63      0.72             0.88    0.82     0.82    0.87         -1       0.96
Naive B.            0.69          0.6       0.65             0.82    0.84     0.69    0.74         -1       0.48
QDA                 0.5           0.5       0.5              0.5     0.5      0.63    0.75         -1       0.5

Raw embeddings and merged by Concat 
Tag             Songbird    Water Bird    Insect    Running Water    Rain    Cable    Wind    Vehicle    Aircraft
------------  ----------  ------------  --------  ---------------  ------  -------  ------  ---------  ----------
N. Neighbors        0.66          0.56      0.64             0.79    0.68     0.7     0.88         -1       0.5
Linear SVM          0.87          0.74      0.76             0.88    0.79     0.85    0.89         -1       0.076
RBF SVM             0.49          0.53      0.44             0.49    0.42     0.4     0.34         -1       0.35
Gaussian P.         0.9           0.65      0.76             0.92    0.77     0.86    0.9          -1       0.74
Decision T.         0.73          0.45      0.47             0.62    0.57     0.64    0.71         -1       0.5
Random F.           0.62          0.53      0.68             0.58    0.74     0.72    0.83         -1       0.53
NN                  0.83          0.68      0.63             0.87    0.72     0.85    0.88         -1       0.9
AdaBoost            0.81          0.75      0.62             0.82    0.72     0.8     0.83         -1       0.98
Naive B.            0.6           0.57      0.56             0.74    0.64     0.58    0.68         -1       0.5
QDA                 0.53          0.52      0.52             0.57    0.52     0.58    0.55         -1       0.47

Normalized embeddings and merged by Average 
Tag             Songbird    Water Bird    Insect    Running Water    Rain    Cable    Wind    Vehicle    Aircraft
------------  ----------  ------------  --------  ---------------  ------  -------  ------  ---------  ----------
N. Neighbors        0.74          0.54      0.52             0.71    0.83     0.82    0.87         -1        0.5
Linear SVM          0.75          0.59      0.6              0.79    0.7      0.82    0.83         -1        0.56
RBF SVM             0.5           0.5       0.5              0.5     0.5      0.5     0.5          -1        0.5
Gaussian P.         0.5           0.5       0.5              0.5     0.5      0.5     0.5          -1        0.5
Decision T.         0.7           0.56      0.65             0.65    0.72     0.7     0.74         -1        0.5
Random F.           0.75          0.71      0.64             0.79    0.74     0.81    0.87         -1        0.39
NN                  0.79          0.58      0.71             0.89    0.88     0.83    0.85         -1        0.81
AdaBoost            0.79          0.71      0.64             0.82    0.67     0.84    0.89         -1        0.55
Naive B.            0.79          0.6       0.73             0.81    0.83     0.81    0.86         -1        0.7
QDA                 0.5           0.5       0.5              0.5     0.5      0.5     0.88         -1        0.5

Normalized embeddings and merged by Concat 
Tag             Songbird    Water Bird    Insect    Running Water    Rain    Cable    Wind    Vehicle    Aircraft
------------  ----------  ------------  --------  ---------------  ------  -------  ------  ---------  ----------
N. Neighbors        0.65          0.55      0.63             0.75    0.75     0.74    0.86         -1        0.49
Linear SVM          0.74          0.67      0.55             0.77    0.69     0.81    0.81         -1        0.17
RBF SVM             0.5           0.5       0.5              0.5     0.5      0.5     0.5          -1        0.5
Gaussian P.         0.5           0.5       0.5              0.5     0.5      0.5     0.5          -1        0.5
Decision T.         0.78          0.52      0.56             0.64    0.56     0.63    0.71         -1        0.5
Random F.           0.68          0.6       0.62             0.75    0.73     0.76    0.85         -1        0.38
NN                  0.79          0.57      0.56             0.79    0.65     0.77    0.82         -1        0.5
AdaBoost            0.68          0.73      0.56             0.78    0.64     0.8     0.85         -1        0.75
Naive B.            0.73          0.63      0.7              0.81    0.6      0.76    0.83         -1        0.41
QDA                 0.52          0.61      0.51             0.47    0.41     0.5     0.6          -1