arff dataset

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Input data and ARFF files-Data Mining learning and WEKA usage (2)

Marshall (Marshall % PLU@io.arc.nasa.gov)% (C) Date: July, 1988 %@ Relation Iris@ Attribute sepallength numeric@ Attribute sepalwidth numeric@ Attribute petallength numeric@ Attribute petalwidth numeric@ Attribute Class {iris-setosa, iris-versicolor, iris-virginica}@ Data 5.1 , 3.5 , 1.4 , 0.2 , Iris-setosa 4.9 , 3.0 , 1.4 , 0.2 , Iris-setosa 4.7 ,3.2 , 1.3 , 0.2 , Iris-setosa 4.6 , 3.1 , 1.5 , 0.2 , Iris-setosa 5.0 , 3.6 , 1.4 , 0.2 , Iris-setosa 5.4 , 3.9 , 1.7 , 0.4 , Iris-setosa 4.6 , 3.4

Conversion between Arff file and TXT file _python

On GitHub, older generations have provided Python libraries for the conversion of files between the two formats, such as Liac-arff:https://github.com/renatopp/liac-arff. However, when the program is more complex, it is cumbersome to call so many external files, and these Arff libraries, when the attribute and the number of values inconsistent, will be error. So, with the support of my brother, I have writte

ARFF file in WEKA

The ARFF file format used in WEKA is divided into two parts: header and data. The header is used to define the relation name and a series of attribute names and types, such: @RELATION iris @ATTRIBUTE sepallength NUMERIC @ATTRIBUTE sepalwidth NUMERIC @ATTRIBUTE petallength NUMERIC @ATTRIBUTE petalwidth NUMERIC @ATTRIBUTE class {Iris-setosa,Iris-versicolor,Iris-virginica} Data, as its name implies, is data. The attribute sequ

Weka How to Bulk import Arff files into the MySQL database

Here, the Arff file is an example of the Iris.arff file in the Data folder in the Weka installation directory.1. Convert the Arff file to a CSV file in Weka, and then delete the first line in the CSV file that describes the property name, such as.2, save, and put in the database data file directory (such as C:\ProgramData\MySQL\MySQL Server 5.5\data\weka);3, in navicat the corresponding database set up a da

The operation of the dataset on XML. WriteXml () and ReadXml. DataSet. AcceptChanges (). DataSet. DIspose (). Freeing resources

Private voidDemonstratereadwritexmldocumentwithstreamreader () {//Create a DataSet with one table and both columns.DataSet Originaldataset =NewDataSet ("DataSet"); Originaldataset.namespace="NETFramework"; DataTable Table=NewDataTable ("Table"); DataColumn Idcolumn=NewDataColumn ("ID", Type.GetType ("System.Int32")); Idcolumn.autoincrement=true; DataColumn Itemcolumn=NewDataColumn ("Item"); Table. Column

DataSet..::. Merge Method (DataSet)

Merges the specified dataset and its schema into the current dataset. namespaces: System.DataAssembly: System.Data (in System.Data.dll) C# Public void Merge ( DataSet DataSet ) ParametersDataSet Type: System.Data.. :: . DataSet The

Non-linked access to the database-the queried dataset is stored with a dataset.

Label: Private voidButton_click_1 (Objectsender, RoutedEventArgs e) { //accessing the database in a non-linked way,//1 Creating a Connection object (connection string) using(SqlConnection conn =NewSqlConnection (sqlhelper.connectionstring)) { //2. Create a data adapter object using(SqlDataAdapter SDA =NewSqlDataAdapter ("SELECT * from Student", conn)) { //3. Open the database connection (this step can actually be omitt

C # Operations DataSet DataSet vs. SQLite database

();StringBuilder sb = new StringBuilder ();while (reader. Read ()){Sb. Append ("Username:"). Append (reader. GetString (0)). Append ("\ n"). Append ("Password:"). Append (reader. GetString (1));}MessageBox.Show (sb.) ToString ());Second, the use of dataset data set to the SQLite database to insert data, but also directly affixed to code: DialogResult dlgresult= openfiledialog1.showdialog (); Open the file you want to importif (Openfiledialog1.filenam

Non-link access to the database-the queried Dataset is stored in Dataset ., Connection Mode dataset

Non-link access to the database-the queried Dataset is stored in Dataset ., Connection Mode dataset Private void Button_Click_1 (object sender, RoutedEventArgs e) {// access the database in non-link mode, // 1 create a connection object (connection string) using (SqlConnection conn = new SqlConnection (SQLHelper. connectionString) {// 2. create data adapter objec

TensorFlow Notes: DataSet export _tensorflow Build Your own dataset

Update to TensorFlow 1.4 I. Read input data 1. If the database size can be fully read in memory, use the simplest numpy arrays format: 1). Convert the Npy file into a TF. Tensor2). Using Dataset.from_tensor_slices ()Example: # Load The training data into two numpy arrays, for example using ' np.load () '. With Np.load ("/var/data/training_data.npy") as data: features = data["Features"] labels = data["Labels"] # assume that each row of features corresponds to the same row as ' labels '. Assert fe

Difference between typed dataset and non-Typed Dataset.

Are you talking about typed dataset and untyped dataset? Typed Dataset is derived from dataset. It generates a dataset Based on the predefined data schema and imposes a strong type constraint on fields in the dataset. You can see

One of the methods of SqlDataAdapter fill (DataSet DataSet, String DataTable) explains

Label:One of the methods of SqlDataAdapter. Fill (DataSet DataSet, String DataTable) explains:Populates a DataSet with a DataTable name.Myda. Fill (ds, strtable);Strtable is not a variable, it is a virtual tableWhen you get a table of a database from a SQL statement and populate it with a dataset, the

Store a data datatable into dataset (DataSet. Merge method)

Today, a storage task was previously executed with multiple select statements in dataset and then stored in dataset. However, in c # moblie development, multiple Select statements cannot be executed simultaneously. Only one select table is saved to dataset once.If DataSet. table. add (tablename); is used, we can only u

C # parsing XML to DataSet and dataset to XML file functions

Tag:ioarossp file on divbsad Converts an XML object content string to a datasetpublic static DataSet Convertxmltodataset ( String xmlData) { stringreader stream = null; xmltextreader reader = null; try{ dataset XmlDS = new DataSet (); stream = new StringReader ( XmlData); // Load from stream to xmltextreader reAder = new XmlTextReader (stream); xmlds.readxml (rea

UnTyped Dataset and Strong-Typed Dataset

Take the table name "MyTable" and the field FirstName varchar (30) and FamilyName varchar (30) as an example. Non-strong (UnTyped) Dataset does not need to define the attributes of each field of the corresponding table in advance, you can directly obtain the values from the queried result set (non-strong (UnTyped) Dataset), for example:String lFirstName =LDs. Table ["MyTable"]. Rows [0] ["FirstName"]. ToStr

What is the higher performance of accessing Typed Dataset than that of untyped dataset?

I have seen many such comments on the Internet,AccessThe performance of Typed Dataset data is higher than that of untyped dataset. I have always been skeptical. After all, both are implemented based on DataSet. The former isCodeDetermine the structure when writing. The latter is determined at runtime. The efficiency of the two operations after instantiation is th

(3) C # 's ADO DataSet (DataSet)

The dataset is ADO. The central concept of net. Datasets can be treated as an in-memory database, which is a separate collection of data that is not dependent on the database. (from Baidu Encyclopedia)Here's a code to sample the use of the dataset: (The following code is a button's Click event)1 using(SqlConnection conn =NewSqlConnection ("Data source=pc201507182002\\sqlexpress;initial catalog=123456;integr

Determine if the dataset is empty and whether there are tables in the dataset and whether there is data in the table

It's common to know if a dataset is empty, but I'm starting to get a little vague on the concept of DS empty, and I looked at it online, and the results are as follows: The dataset is empty and there are no tables in the dataset.The dataset is empty, or a reference to a dataset type is null, meaning that the reference

The dataset merges a dataset into a set of datasets

usingSystem;usingSystem.Collections.Generic;usingSystem.Linq;usingsystem.web;usingSystem.Web.UI;usingSystem.Web.UI.WebControls;usingSystem.Configuration;usingSystem.Data;usingSystem.Data.SqlClient;namespaceqqisonline{ Public Partial classIndex1:System.Web.UI.Page {protected voidPage_Load (Objectsender, EventArgs e) { if(!IsPostBack) {Gridview1.datasource=Getqqinfo (); Gridview1.databind (); Gridview2.datasource=GetOrderInfo (); Gridview2.databind (); Grid

Modify a dataset Dataset

Dataset DS = new dataset (); Sqldataadapter da = new sqldataadapter (); Int Gg = da. Fill (DS, "TB "); DS = ds_up (DS, GG ); Public dataset ds_up (system. Data. dataset DSS, int GC){Dataset dd = DSS;For (INT I = 0; I {If (DD. Tables ["TB"]. Rows [I] ["membership level"].

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