摘要:
A method and apparatus for determining the limit on learning machine accuracy imposed by the quality of data. A plurality of learning machines of increasing capacity are trained using training data and tested using test data, and the training error rates and test error rates are calculated. The asymptotic error rates of the learning machines are calculated and compared. When the change in asymptotic error rate falls below a certain rate, the asymptotic error rate estimates the limit on learning machine accuracy imposed by the data.
摘要:
A method and apparatus for determining the accuracy limit of a learning machine for predicting path performance degradation imposed by the quality of the path performance data is disclosed. A plurality of learning machines of increasing capacity are trained using training data and tested using test data, and the training error rates and test error rates are calculated. The asymptotic error rates of the learning machines are calculated and compared. When the change in asymptotic error rate falls below a certain rate, the asymptotic error rate estimates the accuracy limit for a learning machine for predicting path performance degradation. The accuracy limit is derived from insufficiencies in the path performance data and is applicable to any learning machine trained on and applied to the path performance data, regardless of the complexity of the learning machine or the size of the training data set.
摘要:
A call-forwarding system can be remotely controlled in a simple and easily understood manner, thereby increasing the usage of call-forwarding. By maintaining a registry of special telephone numbers for a user's telephone and, upon receiving a telephone call from one of the special telephone numbers, the system forwards calls to the one of the special telephone numbers. The call-forwarding system includes a registry of special telephone numbers and a call-forwarding controller which, upon receiving a call from one of the special telephone numbers, forwards calls to the one of the special telephone numbers. In addition, the call-forwarding controller includes a caller-ID application which identifies all incoming telephone calls and passes this information to the controller. The controller then compares the incoming call to the telephone numbers in the registry and, upon obtaining a match, activates a routine for forwarding future incoming calls to the matched telephone number. The above method of controlling call-forwarding of an office telephone from a remote telephone provides the end user a very simple interface to allow remote enabling and disabling of call-forwarding.
摘要:
A method of managing communications received by a Digital Subscriber Line (DSL) terminating at a residence associated with a subscriber is disclosed. The DSL is divided into one baseband line, one or more derived lines and a data connection. A query is received from a Service Control Point (SCP) for subscriber preferences for handling an incoming communication. The query is translated into an Internet Protocol (IP) message and communicated to a web server. A Common Gateway Interface (CGI) application module is invoked that corresponds to the particular type of communication being sent to the residence. The subscriber's preferences for handling the particular type of communication are retrieved from a database. Based on the retrieved preferences and invoked CGI application, call handling instructions are sent to the SCP.
摘要:
A call-forwarding system can be remotely controlled in a simple and easily understood manner, thereby increasing the usage of call-forwarding. By maintaining a registry of special telephone numbers for a user's telephone and, upon receiving a telephone call from one of the special telephone numbers, the system forwards calls to the one of the special telephone numbers. The call-forwarding system includes a registry of special telephone numbers and a call-forwarding controller which, upon receiving a call from one of the special telephone numbers, forwards calls to the one of the special telephone numbers. In addition, the call-forwarding controller includes a caller-ID application which identifies all incoming telephone calls and passes this information to the controller. The controller then compares the incoming call to the telephone numbers in the registry and, upon obtaining a match, activates a routine for forwarding future incoming calls to the matched telephone number. The above method of controlling call-forwarding of an office telephone from a remote telephone provides the end user a very simple interface to allow remote enabling and disabling of call-forwarding.
摘要:
The invention provides a system and method for publishing electronic mail messages on the Internet. A user selects an electronic mail message to be published and moves the selected electronic message to a designated folder. The electronic mail message is then processed to convert the electronic mail message into a format suitable for Internet publication. Once converted electronic mail message content is published on the Internet and accessible from any suitable browser software.
摘要:
A method for improving video conferencing/calling between participants is disclosed. A video conference/call display window is provided to call participants. The position of the video call window is restricted to a portion of a video display screen which is close to the position of a video camera which is used during the video call. In this manner, a video call participant will be perceived to be looking at the video camera during the video call.