problems can be attributed to the two-dollar classification problem. The advantage of this algorithm is that it can give the probability of the category of the data .#Logistic regression fromSklearnImportMetrics fromSklearn.linear_modelImportLogisticregressionmodel=logisticregression () model.fit (X, y)Print(model)#Make predictionsexpected =ypredicted=model.predict (X)#summarize the Fit of the modelPrint(Metrics.classification_report (expected, predicted))Print(Metrics.confusion_matrix (expecte
the ratio of the number of samples to the total number of samples.A = (tp + tn)/(P+N) = (tp + TN)/(TP + FN + FP + TN); It reflects the ability of the classifier to judge the whole sample-positive judgment is positive and negative judgment is negative.2. Confusion matrices (confusion matrix)3. Accuracy rate (Precision), recall rate (Recall) and F1-measureAccuracy rate (Precision):PRE = tp/(TP+FP); Reflects
address for
http://pjreddie.com/media/files/darknet19_448.conv.23
Viii. Training
To run the command under the Darknet folder path:
./darknet Detector Train Cfg/voc.data cfg/yolo-voc.cfg cfg/darknet19_448.conv.23The system defaults to iterate 45,000 times batch, if you need to modify the number of training, enter cfg/yolo_voc.cfg modify Max_batches value.
Nine, the training process output log
For reference from this article Http://blog.csdn.net/renhanchi/article/details/71077830?locationNum=13fp
that the evaluation results can be extended to other genres.
#确保训练集和测试集来自不同的文件:
file_ids = brown.fileids (categories= ' news ')
size = Int (len (file_ids) * 0.1)
Train_set = Brown.tagged_sents (file_ids[size:])
test_set = brown.tagged_sents (file_ids[:size))
# If we are going to perform a more convincing assessment, we can get a test set from a document that has less contact with the documentation in the training set.
Train_set = brown.tagged_sents (categories= ' news ')
Test_set = bro
target detection Related:
The corresponding evaluation index in target detection: ap,map,top-1,top-5,p-r, etc. listHttp://blog.sina.com.cn/s/blog_9db078090102whzw.html
How mean average precision (MAP) is calculated and applied in computer vision.https://www.zhihu.com/question/41540197/answer/91698989
Accuracy and recall ratio, ROC curve and PR curvehttp://www.ppvke.com/Blog/archives/45988
What is the Top-5 error rate for image classification.https://
, candid, honest, simple, understandable). Any argument passed to echo gets displayed. Let ' s try another example:So what just happened? Why didn ' t echo print "*"? As you recall (recall, recall) from our work with wildcards, the "*" character means match any characters in a filename,but what we Didn ' t see in our origianal discussion is how the shell does tha
-texture scene), Texture scenes and scale transformations (scales variation). Each group includes six images from small to large transformations, and the a,c,d in Figure 5 is the data set, and the others come from actual shooting to ensure that the image contains segment features. To better evaluate the performance of descriptors under different image transformations, we extract segments from the original image (original image) rather than grayscale images (octave image).For this part of the des
: precision and RECALL,PR-CURVE,AUC, classified against inferior answers (A) vs Classification for high-quality answers (B). A's precision and recall are very low and need not be considered. B The effect is good, further adjust the threshold, you can get 80% precision,recall 37%, can you tolerate a low recall? ---> Cla
() These four functions cannot be skipped by the system, and the Ondestory () function is skipped directly by the system when the system is out of memory.The OnPause () function is special, and the activity is forced to end even when the system is out of memory, because the next activity will not continue until the function is finished. So this function is often used to persist data, while also prohibiting any time-consuming operations.The OnStop () function is the most special, and the OnStop
the plural-s, passive-ed,-ing, etc. In normalization also introduced the concept of precision and recall, at first I was a bit confused for example. Set a represents document
Truly relevant to a Query,set B represents we say that a document relevant to a query,c = a intersect B. Recall = c/a, Precision = c/b. Normalization will improve precision lower recall
Ann
to the price of its high-end PC VR helmet and motion controller, Oculus also announced that the company will give Epic 250 sets of Rift + Touch devices as prizes to developers for Unreal Dev Grants developer-funded projects. "Mechanical Reload" is now on the shelves
The Epic original game "mechanical Reload", which was unveiled late last year at Oculus Connect 3, is the most important piece of the Unreal Engine's outstanding VR features, with exaggerated arcade moves, awesome battles and input
different layout XML.if (This.getresources (). GetConfiguration (). Orientation==configuration.orientation_landscape){LOG.I ("info", "landscape"); Horizontal screen} elseif (This.getresources (). GetConfiguration (). orientation==configuration.orientation_portrait){LOG.I ("Info", "Portrait"); Vertical screen}Third, through the onconfigurationchanged intercept the screen transformationIn accordance with the operation of the two, the activity each screen switch will
immediately recall the last dream that you remember before waking up every morning. If you want to write down your dream in any way, it will have a better effect; otherwise, if there is no time, even if you write a few keywords, it will also help to recall. In the first place, it was normal to recall the entire dream. Just like recalling many things, you may fin
Ten methods to improve memory
| [
Memory is the reflection of past experiences in the human brain. It includes four basic processes: recognition, persistence, reproduction, and recall. Its forms include image memory, conceptual memory, logical memory, emotional memory, and motor memory.The enemy of memory is forgetting. The essence of improving memory is to avoid and overcome forgetting as much
component. In the superposition of Fourier series, it only affects the overall upward or downward direction of all waveforms relative to the number axis without changing the wave shape.
Next, let's go back to junior high school and recall the dead Eight Precepts. No, how do dead teachers define a sine wave.
A sine wave is the projection of a circular motion on a straight line. Therefore, the basic unit in the frequency domain can be understood as a
. this proved to be the most practical trade-off before the super-intelligent compiler or CPU shows up which cocould efficiently recognize all those inter-thread communication code for us, and respect them while doing all the optimizations.
Anyway, I'll just get down to the proof "data-race-free implies SC" before you get all bored
Let's consider a consistent execution of a program on a given input. recall that, informally, "consistent" means this s
products, improve product sales of manufacturers.
4. Timely recall, in the event of product quality problems, can be targeted management and rapid locking of consumers, the timely recall of the product is of great significance.
Four or two-dimensional code anti-counterfeiting
The two-dimensional code into the label or directly affixed to the packaging of goods, consumers buy products, only need to scan t
", select "delete from server ".
5. Enter a name in "rule name", for example, "delete a letter not mine", and click "OK ".
OK. After this setting, you will no longer receive spam emails whose recipient is not your email address.
Email sending error recall
What should I do if the email is wrong? Although it is not a level-1 confidential document, it is always uncomfortable. I can't write any more letters, but I can't read them. This is not for you. I a
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