PCC | Probabilistic Classifier Chains | Data Mining library

 by   multi-label-classification Java Version: Current License: No License

kandi X-RAY | PCC Summary

kandi X-RAY | PCC Summary

PCC is a Java library typically used in Data Processing, Data Mining applications. PCC has no bugs, it has no vulnerabilities and it has low support. However PCC build file is not available. You can download it from GitHub.

Probabilistic Classifier Chains (PCC) algorithm solving the problem of Multi-Label Classification. For more information see: Krzysztof Dembczyński, Weiwei Cheng, Eyke Hüllermeier, Bayes Optimal Multilabel Classification via Probabilistic Classifier Chains. ICML 2010: 279-286.
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            kandi-support Support

              PCC has a low active ecosystem.
              It has 15 star(s) with 7 fork(s). There are 2 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 2 open issues and 0 have been closed. On average issues are closed in 1400 days. There are 1 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of PCC is current.

            kandi-Quality Quality

              PCC has 0 bugs and 0 code smells.

            kandi-Security Security

              PCC has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              PCC code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              PCC does not have a standard license declared.
              Check the repository for any license declaration and review the terms closely.
              OutlinedDot
              Without a license, all rights are reserved, and you cannot use the library in your applications.

            kandi-Reuse Reuse

              PCC releases are not available. You will need to build from source code and install.
              PCC has no build file. You will be need to create the build yourself to build the component from source.
              PCC saves you 97527 person hours of effort in developing the same functionality from scratch.
              It has 105598 lines of code, 292 functions and 457 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed PCC and discovered the below as its top functions. This is intended to give you an instant insight into PCC implemented functionality, and help decide if they suit your requirements.
            • Builds the classifier
            • Initializes this dataset
            • Returns zero data
            • Transform instances
            • Runs an inference procedure for the given instance
            • Returns the approximate solution of label combination
            • Returns the maximum expected F - Score for the given probabilities
            • Returns the maximum expected F scores
            • Build the learner model
            • Set the inference
            • Run an inference procedure for the given instance
            • Make a prediction on the given data instance
            • Make a copy of this label
            • Returns a string describing the classifier chains
            • Returns a detailed information object for this class
            • Format the results for debugging purposes
            • Runs an inference procedure for a given instance
            • Returns the probability distribution for a given instance
            • Run an inference procedure
            • Make a prediction on an instance
            • Builds the classifier from the training data set
            • Entry point for testing
            • Performs a cross - validation
            • Set the base classifier as a base classifier
            • Runs the test
            • Initialization parameters
            Get all kandi verified functions for this library.

            PCC Key Features

            No Key Features are available at this moment for PCC.

            PCC Examples and Code Snippets

            No Code Snippets are available at this moment for PCC.

            Community Discussions

            QUESTION

            Spring Data Gemfire: TTL expiration annotation is not working; how to set TTL using annotations?
            Asked 2022-Mar-08 at 20:12

            In Gfsh, I was able to do: create region --name=employee --type=REPLICATE --enable-statistics=true --entry-time-to-live-expiration=900.

            We have a requirement to create a Region using Java using the @EnableEntityDefinedRegions annotation. When I use describe in Gfsh the Regions are showing, but entity time to live expiration (TTL) is not setting by using below ways.

            Any idea how to set TTL in Java?

            Spring Boot 2.5.x and spring-gemfire-starter 1.2.13.RELEASE are used in the app.

            ...

            ANSWER

            Answered 2022-Mar-08 at 20:08

            First, Spring Boot for Apache Geode (SBDG) 1.2.x is already EOL because Spring Boot 2.2.x is EOL (see details on support). SBDG follows Spring Boot's support lifecycle and policies.

            Second, SBDG 1.2.x is based on Spring Boot 2.2.x. See the Version Compatibility Matrix for further details. We will not support mismatched dependency versions. While mismatched dependency versions may work in certain cases (mileage varies depending on your use case), the version combinations not explicitly stated in the Version Compatibility Matrix will not be supported none-the-less. Also see the documentation on this matter.

            Now, regarding your problem with TTL Region entry expiration policies...

            SBDG auto-configuration creates an Apache Geode ClientCache instance by default (see docs). You cannot create a PARTITION Region using a ClientCache instance.

            If your Spring Boot application is intended to be a peer Cache instance in an Apache Geode cluster (server-side), then you must explicitly declare your intention by overriding SBDG's auto-configuration, like so:

            Source https://stackoverflow.com/questions/71352595

            QUESTION

            How to run (nested) for loops simultaneously over multiple elements of an array?
            Asked 2022-Feb-21 at 17:10

            I'm a total beginner at Python and am currently running this nested for loop webscraping program to scrape for several Excel files for thousands of observations in my dataset. However, my code runs so slow in that I need to speed up this process so I can do this for 5-20 observations AT ONCE. People have suggested threading or asyncio, but I don't know how to use them or what code to write as the documentation online is extremely obtuse with no real explanation as to what Python 3.9 (Spyder) is doing during my trial-and-error process.

            My code is LONG, but the main point is that I need to iterate over multiple elements i (in the first line of code) at once, but I don't know how to do so. I'm looking for an easy fix. I realize this code is very clunky, but processing power/speed is not an issue. Please only help me address the concurrency issues!

            Here's my code. The very first line is the one that I need to iterate over multiple (10-20) elements in an array at once/concurrently for.

            ...

            ANSWER

            Answered 2022-Feb-21 at 17:10

            You can try concurrent.futures. Define the code you want to run as a function with one argument, and pass it like so:

            Source https://stackoverflow.com/questions/71209888

            QUESTION

            In ggplot2 (R Studio), is there a way to extend the regression lines to the end of the plot rather than the last data point
            Asked 2022-Feb-19 at 14:55

            I am a relative novice to R & ggplot. I am trying to plot an interaction. When I plot the interaction using SPSS - the regression lines go from the y-axis all the way to the opposite edge of the plot:

            However, when I use ggplot, the regression lines only go as far as the first and last data point which makes the graph look strange

            Is there any way to remedy this and make my ggplot look more like the SPSS plot?

            Here is the code I am using

            ...

            ANSWER

            Answered 2022-Feb-19 at 14:55

            geom_smooth has a fullrange option, which has a default value of FALSE:

            Should the fit span the full range of the plot, or just the data?

            Thus, you can use:

            Source https://stackoverflow.com/questions/71184417

            QUESTION

            Initialize pointer inside struct as compile-time constant
            Asked 2022-Jan-31 at 00:24

            I would like to know what the legal way of defining a constant struct that has a pointer as one of it's elements. Looking at this post (Initializer element is not constant in C) I can see the following:

            6.6 Constant expressions

            (7) More latitude is permitted for constant expressions in initializers. Such a constant expression shall be, or evaluate to, one of the following:

            — an arithmetic constant expression,

            — a null pointer constant,

            — an address constant, or

            — an address constant for an object type plus or minus an integer constant expression.

            (8) An arithmetic constant expression shall have an arithmetic type and shall only have operands that are integer constants, floating constants, enumeration constants, character constants, and sizeof expressions. Cast operators in an arithmetic constant expression shall only convert arithmetic types to arithmetic types, except as part of an operand to a sizeof operator whose result is an integer constant.

            My question is if the following is well defined according to the (intersection of the C89 and C99) standard. The contents of test.h:

            ...

            ANSWER

            Answered 2022-Jan-31 at 00:24

            As the question notes, an initializer may be an address constant.

            C 2018 6.6 9 says “An address constant is a null pointer, a pointer to an lvalue designating an object of static storage duration, or a pointer to a function designator; it shall be created explicitly using the unary & operator or an integer constant cast to pointer type, or implicitly by the use of an expression of array or function type…”

            In const poly my_poly = {2UL, coeffs};, coeffs is an array of static storage duration, and it is implicitly converted to a pointer to its first element (per C 2018 6.3.2.1 3). Therefore, the result of the conversion, effectively &coeffs[0], is an address constant and may be used as an initializer.

            Source https://stackoverflow.com/questions/70919042

            QUESTION

            Pymodbus read and decode register value
            Asked 2021-Nov-09 at 19:14

            I am new to modbus comunication, i have to read from an inverter a single value from one register using modbus protocol (i use python with pymodbus for this): From the inverter documentation i read about register documentation:

            Register ADR: 31249 Description: Active power of system at PCC (W) CNT: 2 Type: S32 Format: FIX0 Access: RO

            Well, i try my python script like this:

            ...

            ANSWER

            Answered 2021-Nov-09 at 19:14

            As far as I can tell from your question you are trying to connect to an SMA inverter.

            Reading the first manual I could find it's not completely clear but it seems the register you are trying to read is not a holding register but an input register (for most Modbus devices if the register number is in the 3XXXX range it usually means input register and 4XXXX is for holding registers).

            The second trick is the offset: pyModbus does not account for the way registers are addressed in the protocol so you have to be aware that:

            -When you are trying to read or write an input register you need to subtract 30001. For your case, that is: 31249-30001=1248 (note that in some weird devices the offset is actually 30000 so you might want to try that too).

            -For holding registers the offset is obviously 40001 instead.

            If the manual I pointed to above is correct for your device then you should be addressing unit 2 instead of 1 as you are doing now. If that's correct you'd have to change this line:

            Source https://stackoverflow.com/questions/69881272

            QUESTION

            Drop duplicated rows by multiple columns if they originally or after exchanging position are same in Pandas
            Asked 2021-Aug-30 at 01:02

            Given a small dataset as follows:

            ...

            ANSWER

            Answered 2021-Aug-27 at 06:28

            Use np.sort for sorting in numpy, asign back and then remove duplicates:

            Source https://stackoverflow.com/questions/68948870

            QUESTION

            Spring Data Geode Expiration for @Cacheable abstraction
            Asked 2021-Jul-15 at 02:01

            I am using the @Cacheable("MyCache") annotation along with the PCC (Pivotal Cloud Cache) provider.

            Here is my configuration class

            ...

            ANSWER

            Answered 2021-Jul-15 at 02:01

            Previously, SDG did not support annotation-based expiration configuration (i.e. using @EnableExpiration) with @EnableCachingDefinedRegions due to the way the infrastructure beans were created and registered in the Spring container.

            However, I decided (see Issue #518) to make some enhancements to the annotation-based configuration model to enable expiration configuration using @EnableExpiration on Regions defined with @EnableCachingDefinedRegions.

            By way of example, refer to this test case in the EnableExpirationConfigurationIntegrationTests class of the SDG test suite. The caching/expiration configuration you are looking for is here along with the caching enabled application service class.

            Since you are also using SBDG (which is good(!)), then you can simplify the configuration to:

            Source https://stackoverflow.com/questions/68372571

            QUESTION

            Managing the change of element styles. Is there a simpler way?
            Asked 2021-Jul-12 at 19:05

            I know I am repeating myself in m JS code, its not DRY, though I am not sure how to write it in a more succinct way.

            In order to change the style of elements on a click event, I follow the path of creating classes that contain the changes and then remove default classes and add new classes for the element being clicked on and then remove new classes and add default classes back again when the user clicks off the element.

            Everything works 100%, though I am quite certain there is a much simpler way to do this by using some kind of loop and I am also not sure if I need all the constants I am using to hold the values of the object elements before the change - maybe there is a simpler way to access the DOM for these elements? (step 3.2 below).

            I have only been learning web development for a month so I don't know what I don't know.

            Can you take a look and let me know if you have a simpler approach?

            I have 6 divs that share classes for a column, color, and content. They all look as follows:

            ...

            ANSWER

            Answered 2021-Jul-12 at 19:05

            I am not really sure what you are trying to achieve. However I think I can give you some general pointers to improve your code.

            If you have duplicate code, put the code in a function and use function arguments if necessary.

            You do not want to duplicate the structure of your HTML in your JavaScript code. If you add a new portfolio_columns to your HTML, you have to update your JavaScript also. That's error prone and not very convenient.

            A way to achieve this is to not work with IDs and getElementById() but to work with classes and querySelectorAll(). This function is available on document but also on all Elements.

            Source https://stackoverflow.com/questions/68346678

            QUESTION

            Deleting properties from an object of objects
            Asked 2021-Jun-28 at 21:15

            I am trying to remove a number of properties from an object of objects I've found a lot of questions on stack overflow about doing this for array but I can't seem to figure out a clean way of going about doing this for my purposes.

            My data looks like this:

            ...

            ANSWER

            Answered 2021-Jun-28 at 21:11

            I'd create two lists, one of the objects you want to delete from and one of the properties you want to delete and iterate over them in a nested loop:

            Source https://stackoverflow.com/questions/68170005

            QUESTION

            Reduce function wrapping data in an array
            Asked 2021-Jun-04 at 18:06

            I have a reduce function that formats my data in the way i need but the only issue is the data is nested inside an array. I need to remove the outter array or just stop the reduce function from adding it in but every attempt Ive made to stop the reducer from wrapping the data in an array breaks my code. Ideally I would like my reducer to not wrap the data in an array but if thats not possible removing the array i need from inside the reducer cleanly seems like the only solution:

            my data looks like this:

            ...

            ANSWER

            Answered 2021-Jun-04 at 18:06

            Try changing the final reduce argument from [] to {} and I think you'll have better luck.

            Source https://stackoverflow.com/questions/67841962

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install PCC

            You can download it from GitHub.
            You can use PCC like any standard Java library. Please include the the jar files in your classpath. You can also use any IDE and you can run and debug the PCC component as you would do with any other Java program. Best practice is to use a build tool that supports dependency management such as Maven or Gradle. For Maven installation, please refer maven.apache.org. For Gradle installation, please refer gradle.org .

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
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