Abstract: An adaptable classification method is provided. The method performs the classification by using a classification standard having a plurality of categories. The classification standard is classified into different categories based on probability ranges. The adaptable classification method includes training a classifying device with a plurality of samples and using the trained classifying device to determine the categories of the samples to obtain classification model scores of the samples, transferring, by using logistic-like functions, the classification model scores into probability values; and adjusting parameters of logistic-like functions to iterate the training of the classifying device such that the probability values conform to value ranges corresponding to categories of the classification standard.

Abstract: An adaptable classification method is provided. The method performs the classification by using a classification standard having a plurality of categories. The classification standard is classified into different categories based on probability ranges. The adaptable classification method includes training a classifying device with a plurality of samples and using the trained classifying device to determine the categories of the samples to obtain classification model scores of the samples, transferring, by using logistic-like functions, the classification model scores into probability values; and adjusting parameters of logistic-like functions to iterate the training of the classifying device such that the probability values conform to value ranges corresponding to categories of the classification standard.

Abstract: The present invention is directed to a method of treating cancer in a subject in need of such a treatment by administering an inhibitor of ATP synthase in a pharmaceutically effective amount, preferably, the inhibitor contains one pyrone ring. The present invention also provides for a pharmaceutical composition comprising an inhibitor of ATP synthase, preferably, the inhibitor is aurovertin B.

Abstract: An outlet cover has a felt pad, a paper pad, a coat, an echo cap and a fastener. The paper pad is attached to the felt pad. The coat is mounted on and encloses the felt pad and the paper pad. The echo cap is attached to an outside of the coat and is made of porcelain clay. The fastener extends through the felt pad, the paper pad, the coat and the echo cap to securely combine the pads, the echo cap and the coat together. The porcelain echo cap does not become oxidized and has a smooth surface to improve the timbre of the sound issued from the wind instrument.

Abstract: A mouthpiece for a wind instrument has a body made of porcelain clay and including a mouth end adapted for contacting with a user's mouth, a connection end and a channel defined through the body and having two openings at the ends of the body. Accordingly, the mouthpiece does not become oxidized and has a smooth inner surface on the channel to improve the timbre of the sound issued from the wind instrument.