NO.89 - Applying Xgboost to Predict Insurance Compensation
Article Directory
1 Data analysis
1.1 First look at what the data looks like
1.2 Continuous and categorical variables
1.3 Number of attributes in categorical variables
1.4 Compensation value
1.5 Continuous Variable Characteristics
1.6 Correlation between features
2 Xgboost
2.1 Data Preprocessing
2.2 ...
Posted by rimelta on Wed, 11 Mar 2020 21:00:47 -0700
Simple implementation of Android drawer menu (DrawerLayout+NavigationView)
Recently, I met the use of the drawer menu in my study. Write down a note.
First create the layout file as follows:
<?xml version="1.0" encoding="utf-8"?>
<androidx.drawerlayout.widget.DrawerLayout xmlns:android="http://schemas.android.com/apk/res/android"
android:id="@+id/dl"
xmln ...
Posted by antileon on Wed, 11 Mar 2020 00:09:25 -0700
Learn java - Day12 - InputStream details of IO stream
1 IO
BigDecimal/BigInteger
Summary:
BigDecimal: used to solve precise floating-point operations.
BigInteger: used to solve very large integer operations.
Create object:
BigDecimal.valueOf(2);
Common method: add(BigDecimal bd): add
Subtract (BigDecimal BD): subtract
multiply(BigDecimal bd): do ...
Posted by archangel_617b on Tue, 10 Mar 2020 00:50:08 -0700
Spring boot: the filter of spring boot
First of all, let's talk about the filter. The filter is the process of data filtering and preprocessing. When we visit the website, sometimes we will publish some sensitive information, and some of them will be replaced by * after we send it, and some of them will be controlled by login authority. A resource, without authorization, can' ...
Posted by Smicks on Mon, 09 Mar 2020 23:07:37 -0700
Home Credit Default Risk default risk forecast, kaggle competition, beginner, LB 0.749
Home Credit Default Risk
conclusion
background knowledge
data set
Data analysis
Balance degree
Missing data
data type
Outliers
Fill in missing values
modeling
Logistic Regression
LightGBM
Feature importance
Appendix: meaning of each field
conclusion
The data is provided by Home Credit (Chine ...
Posted by rehfeld on Mon, 09 Mar 2020 22:23:40 -0700
iOS encrypts and decrypts data with key
Introduction
In the development of iOS App, we need to encrypt the account, password and other personal private information to ensure the security of user information. Then these private information can be saved in the keychain, because the invisibility of the keychain can ensure the security of the u ...
Posted by illushinz on Mon, 09 Mar 2020 20:38:32 -0700
XCTF University Battle "Epidemic" Network Security Sharing Contest WEB_WP
Article Directory
XCTF University Battle "Epidemic" Network Security Sharing Competition
easy_trick_gzmtu
webtmp
hackme
fmkq
PHP-UAF
nweb
sqlcheckin
XCTF University Battle "Epidemic" Network Security Sharing Competition
easy_trick_gzmtu
First of all, it's really a good id ...
Posted by jorje on Mon, 09 Mar 2020 19:29:37 -0700
Node.js buffer
JavaScript language has only string data type and no binary data type.
But binary data must be used when processing streams such as TCP or file streams.
Therefore, in Node.js, a Buffer class is defined, which is used to create a special Buffer for storing binary data.
Before v6.0, the new Buffer() constructor is used to create the object inst ...
Posted by gregor171 on Mon, 09 Mar 2020 00:08:14 -0700
Generating JSON strings from NSDictionary in iOS
I have a dictionary. I need to use dictionary to generate a JSON string. Can it be converted? Can you help me?
#1 building
This is the category for NSArray and NSDictionary, which makes this operation very easy. I added an option for beautiful printing (line breaks and labels make reading easier).
@interface NSDictionary (BVJSONString) ...
Posted by barkster on Sat, 07 Mar 2020 08:04:11 -0800
Keras implementation of CNN: handwritten digit recognition accuracy 99.6%
After installing Tensorflow, install keras to use TF as the back-end by default. The code of keras to realize convolution network is very simple, and the callback class in keras provides a method to detect variables in the model training process, which can adjust the learning efficiency and some para ...
Posted by MoFish on Sat, 07 Mar 2020 07:39:20 -0800