PCI, pci-x, pci-e differenceOne, PCI busThe PCI bus standard was developed by Pcisig in 1992 and has a history of more than 8 years. Total bandwidth =33mhzx32bit/8=133mb/s for PCI.Second, Pci-x busPci-x is based on a
. For example, there are 90 samples of Class A In the test sample, and 10 samples in class B. Classifier C1 all the test samples are divided into a class, the classifier C2 the Class A 90 samples to 70, Class B 10 samples 5. Then the classification precision of C1 is 90%,C2, and the accuracy is 75%. But obviously C2 is more useful. In addition, the cost of making different mistakes in some classification problems is different (costing sensitive learning). In this way, the default of 0.5 for cate
Machine Learning: ROC curve of classification algorithm performance indicators and performance indicator roc
Before introducing the ROC curve, let's talk about the confusion matrix and two formulas, because this is the basis for ROC curve calculation.
1. Example of confusion matrix (whether to click advertisement ):
N
Linux PCI/PCI-E Device configuration space Read and modify
1 Preface
PCI and PCI Express, is a high-speed bus commonly used by computers. PCI/PCI-E device drivers and operating system cores in the operating system require access
PCI bus specifies the bus transaction that accesses the configuration space, which is called the configuration read/write transaction. Unlike the storage access transactions that use the storage address for access, the idnumber is used for addressing access to the PCI configuration space.
The ID of a PCI device consists of the bus number, device number, and funct
Directory: http://www.cnblogs.com/WuCountry/archive/2008/11/15/1333960.html[Do not provide illustrations. You are advised to download the source book from the Internet]Chapter 6. The PCI layer and network interface cards, PCI layer and network interface cardGiven the popularity of the PCI bus, on the x86 as well as other ubuntures, we will spend a few pages on it
------------- Auto Configuration --------------------
PCI provides two separate 32-bit or 64-bit address spaces corresponding to the memory and I/O port address spaces of the x86 Processor family. addresses in these address spaces are assigned by software. A third address space, called the PCI configuration space, which uses a fixed addressing scheme, allows software to determine the amount of memory and I
Interrupt mechanism of PCI busConnection between interrupt signal and interrupt ControllerConnection between interrupt signal and PCI busThe PCI bridge specification does not require the bridge to pass the interrupt request of its next PCI device. In fact, most PCI bridges a
Transferred from: https://www.douban.com/note/284051363/The ROC (Receiver Operating characteristic) curve and AUC are often used to evaluate the merits and demerits of a binary classifier (binary classifier), and a brief introduction to both [here] (http://bubblexc.com /y2011/148/). This blog post provides a brief description of the ROC and AUC features, as well as more in-depth discussion of how to make
Solve the Problem of abnormal PCI device on IBM x346
IBM x346 server, because many PCI devices on the machine have Rom space limited by kb,
The message "1801 PCI device Resource Allocation failure" is displayed at startup.
For more information about the cause and solution of this message, see the following URL:
Http://www.ibmbp.com.cn/new/read.asp? Id = 113 asub
The registration and initialization process of the pci NIC Driver is implemented. the TCP/IP protocol stack and the pci protocol stack are implemented after soft interruptions occur.0x01 reason
The purpose of this study is to follow the outline below:
The three handshakes, data transmission, and four handshakes are debugged by the server client program.
The setup environment is as follows: debug the Linux k
Article Author: TyanBlog: noahsnail.com | CSDN | Jane book 1. Basic Concepts 1.1 Roc and AUC
ROC curves and AUC are often used to evaluate the merits of a binary classifier (binary classifier), and the ROC curve is called the subject's working characteristic curve (receiver operating characteristic curve, or ROC curve)
Berkeley Computer Vision PagePerformance Evaluation
Classification performance metrics for machine learning: ROC curve, AUC value, accuracy rate, recall rate
True Positives, TP: Predicted as a positive sample, actually also a positive sample of the characteristics of the numberFalse Positives, FP: Predicted as positive sample, actual negative sample characteristic numberTrue negatives, TN: Predicted as negative sample, actual also negative sample char
Article title: Linux core-7. PCI device. Linux is a technology channel of the IT lab in China. Includes basic categories such as desktop applications, Linux system management, kernel research, embedded systems, and open source.
Original: David A Rusling
Translation: Banyan fifa
Chapter 6 PCI
Peripheral device interconnection (PCI) is a bus standard that connects
the classifier Performance index ROC curves, AUC valuea Roc Curve1, ROC curve: Receiver operating characteristics (receiveroperating characteristic), each point on the ROC curve reflects the sensitivity to the same signal stimulation.Horizontal axis : Negative positive class rate (false postive rates FPR) specificity,
Pattern Recognition Evaluation Method ===> ROC curve DET curve FPPW Fppi
The final performance evaluation of Pattern recognition algorithm is the key because of the work done by the individual in pattern recognition. But the internet is difficult to find specific, detailed evaluation process, methods and code, so I intend to prepare the title as shown in the evaluation method of finishing work, then will be introduced in the method, the basic code (M
Classification Model Assessment:
indicator
Description
Scikit-learn function
Precision
Precision Degree
From Sklearn.metrics import Precision_score
Recall
Recall rate
From Sklearn.metrics import Recall_score
F1
F1 value
From Sklearn.metrics import F1_score
Confusion Matrix
Confusion matrix
From Sklearn.metrics import Confusion_matrix
ROC
Description
We've explored several algorithms before, each with its pros and cons, so when we judge a specific problem, we have to evaluate the different predictive models. To simplify this process, we use the caret package to generate and compare different models and performance. Operation
Load the corresponding package and set the training control algorithm to 10 percent cross-validation with a repeat number of 3:
Library (ROCR) library (
e1071) library (
"PROC") library (
caret)
library ("PRO
To understand the Linux PCI device driver, first understand that the so-called Linux PCI device driver actually includesLinux PCI device drivers and Device Drivers. I do not know whether the reader understands this sentence. I think this sentence is very important. For drivers like PCI and USB, we must understand this
People who have done the research on image recognition, machine learning or information retrieval know that the experimental part of the thesis should be compared with others ' algorithm. How can compare, broth, I say my method is good, you say your method is good, each do each is always not--no rules inadequate surrounding area. So slowly everyone formed a convention, with ROC Curve and PR curve to measure the merits and demerits of the algorithm. A
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