Java is an object-oriented language and runtime environment (JRE). Java programs are compiled to bytecode and run in a virtual machine (JVM).

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104 views

Complete machine learning library for Java/Scala

Python is plenty of ML libraries (like the great scikit-learn). Is there any good for java/scala, containing many algos (regression, classification, clustering, cross-validation, feature processing), ...
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1answer
125 views

Predictive Modeler: How can learning Python and/or Java benefit me?

On a daily basis, I build predictive models (namely, logistic regression and credit scorecard models) using fairly large datasets (typically ~500k records and ~1k candidate variables) to predict ...
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1answer
72 views

Simulating unfair die with java/R (programming done)

Task : Unfair die(6 sides) is being rolled n times. Probability of 1 is p1, probability of 2 is p2 and so on. Write a computer program, that for given n (n<100), the probability of set ...
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0answers
12 views

Determining number of clusters with maximum jump or minimum variance

I want to determine a number of clusters, but I don't know how to do it. I want to use kmeans and select a number of cluster with minimum variance or with a maximum jump in variance. I plot variance; ...
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0answers
20 views

Converting data from classical scaling in MDS

I implemented the classical scaling and obtained the relative coordinates in Java. I want to translate these relative positions, but I am not getting how I should be doing this. This is just like: ...
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2answers
107 views

Latent Dirichlet Allocation as input for WEKA

I am using the Weka API for my research about document classification. I wish to apply Latent Dirichelet Allocation on my dataset followed by using a classifier in Weka. However, it is not so clear to ...
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0answers
18 views

Finding repeating patterns in sensor data using Java

I'm working with a dataset that has accelerometer (tri axis) readings, magnetometer (also tri axis) readings, readings for colour etc. All the values are numerical. This data was collected by wearable ...
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0answers
15 views

How to use gain and splitinfo for continuous attributes? [duplicate]

I am implementing a C4.5 algorithm, and for that I need to perform attribute selection. How do I use the gain and split info equation to find the best attribute?
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1answer
24 views

Converting FuzzykMeans to SphericalFuzzyKMeans?

I grabbed an implementation of FuzzyKMeans (FuzzyCMeans) from the nightly build of the Apache Commons Math library, but I now realize I need to use Cosine Similarity instead of the Euclidean Distance. ...
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0answers
24 views

Classifier jars for java

I have a train file which has categorical features like IN JJ PRP_VBP VB NN PRP$ . . . The third column is the ground truth and can have value only out of ...
1
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1answer
84 views

how to add instances data into test arff file with the same attribute and relation with training file [closed]

I have training arff file, and also I have instances data at hand. Now I want to add the instances data onto another file, called test file, and this test file has the same relation header and ...
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1answer
178 views

Compute p-value of single value in arbitrary distribution (using java and apache.commons.math3)

I want to compute the p-value of a single numeric value drawn from an arbirtary distribution. The p-value should be comparable to p-values that have been computed with single distinict values drawn ...
0
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1answer
118 views

Detecting An Image is Bright or Dark? [closed]

I use Java and I have some PNG images. I want to put a caption on my images. However I want that: if an image is bright I want to put a black text on image and if an image is dark I want to put a ...
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0answers
27 views

range normalized with unclear highest value

I tried to normalize many set, which each set consists of 12 values. I want to normalize it into range between 1 and -1. However, the highest value is unclear because the value can be trillion, or ...
0
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1answer
211 views

Is WEKA's logistic regression tool slow? If yes, are there faster alternatives?

I have to run logistic regression several thousand times, within a Java/Scala program. A general spec for one of the problems is: ~300 continuous attributes ~<10000 positives, and randomly pick ...
1
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1answer
70 views

Implementation of online classification algorithms?

I'm looking for implementations of online learners. I guess that is possible with AdaBoost. Where you train the model and then you modify it by adding later more training data. However you don't have ...
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0answers
29 views

Calculations using data captured over time seems to need a more advanced analysis method

I got a couple comments on my question. First of all, thank you very much. I was asked to be more clear. So, here's an attempt at that. I'm capturing raw data of play performance for each player ...
2
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1answer
179 views

Obtaining R pec survival patient risk percentage

Introduction I have a 300,000-row cancer dataset with around 60 variables (cancer stage, year of diagnosis, radiation therapy, histology, etc.) with a time variable ("number of months survived") and ...
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1answer
33 views

Application “tuning” based on statistics: Lowest-Learning-Curve API for Java programmer?

I want to write an application, where users will have to choose between different "configurations", and I am looking for a way to statistically validate the "balance" of those "configurations", to ...
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1answer
146 views

Test the convergence of a neural network

I'm using Weka multilayer-perceptron classifier to do classifications. I want to know after exactly how many epochs the neural network converges(weights don't update any more). I'm using its java API, ...
0
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1answer
53 views

Finding the most relevant factors that lead to an event

I have been tasked with looking at a set of data with about 6000 records that each have 60 or so qualities associated with them (Let these be X1, X2, ... ) and determining what are the top 8 factors ...
0
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1answer
492 views

Percentile to Z-score in PHP or JAVA

I am searching for a way to calculate the $z$-score for a given percentile $p$. I found this site doing such a calculation. They have given a formula for calculating $P(Z\leq z)$: $$ \Phi(z) = P(Z ...
4
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1answer
321 views

Verifying the output of implementing internal clustering validity indexes

I have implemented some internal clustering validity indexes in Java: Simplified Silhouette. Calinski-Harabasz (VRC). Davies -Bouldin. Dunn's Index. How could I verify if my implementation is ...
2
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0answers
370 views

Outlier detection in time series data

I checked different questions on similar topics, but none were exactly the answer I wanted and I am confused. I am working with big data, the data has a bursty nature with high frequency. I ...
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0answers
72 views

Using R in Java Project

I hope this question is not off topic on CV: I am currently fitting some different models (naive bayes, logistic regression...) in R which I up to now thought of as prototypes for a later Java ...
2
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1answer
414 views

Multi-armed bandit algorithms in Java?

Multi-armed_bandit problem defenition from Wikipeda: "In probability theory, the multi-armed bandit problem (sometimes called the K-[1] or N-armed bandit problem) is the problem a gambler faces at a ...
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2answers
189 views

Looking for a test for shape comparison

I have two different time serie both length = 100 and I need to know what is the best test (non-parametric, if possible), that return how much these two series are same or similar shapes. Here are ...
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0answers
223 views

Compare shapes with Kolmogorov-Smirnov test

I have two time series, both 100 points length: I would like to perform the goodness of fit to know if these two series have same or similar shape or if they differs significantly. I have read about ...
0
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1answer
534 views

p-value for hypothesis test with given correlation, sample size

I'm writing a statistical tool in Java. Here I'm calculation pearson correlation values (r). My next step is to validate if my correlation values are good enough to prove that my to variables are ...
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2answers
849 views

Why am I getting different intercept values in R and Java for simple linear regression?

I have linear regression code written in R and I have to do the same thing in Java. I used Apache Commons math library for this. I used the same data in R code and in Java code, but I got different ...
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1answer
374 views

Calculating the probability of a sum of Poisson-distributed random variables

In Java, I have a set of users, each of which has a Poisson-distributed demand with a known mean: ...
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0answers
143 views

Sheather-Jones bandwidth algorithm implementation in java?

The Sheather-Jones method for selecting an appropriate bandwidth for kernel density estimation generally produces better results than simpler methods such as Silverman's rule of thumb and Scott's ...
2
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0answers
204 views

How do I get the p-value when using Java's OLSMultipleLinearRegression?

I'm doing my regression using Apache's OLSMultipleLinearRegression class. How do I get the p-value? Is there another name for p-value that I should be looking for in the docs? EDIT: I have the ...
5
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1answer
463 views

Is Xorshift RNG good enough for Monte Carlo approaches? If not what alternatives are there?

I recently stumbled across an article on pseudorandom numbers in Java which mention potential weaknesses in the default algorithm, called linear congruential generator (LCG), and gives some ...
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2answers
880 views

Good clustering Java library

I'm looking for a good Java library implementing several clustering algorithms. I'll have to cluster some programs execution traces and I still don't know which algorithms I am going to need, so I'd ...
6
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5answers
4k views

Open source Java library for statistics at the level offered by a graduate statistics course

I am taking a graduate course in Applied Statistics that uses the following textbook (to give you a feel for the level of the material being covered): Statistical Concepts and Methods, by G. K. ...
2
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1answer
448 views

Different size of vocabulary made by Weka and R's tm

I own around 40,000 text files for preprocessing (in purpose of document classification). I used R (with tm package) for prototype and now looking for a equivalent Java library for products. ...
3
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1answer
267 views

Eigenvalues nearly all 1 in canonical correlation analysis

I ran a Canonical Correlation Analysis on about 845 cases with 1000 variables each. (It originally started with 1000 cases and 400 variables but by using a kernel I got a 1000x1000 matrix) As a ...
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2answers
615 views

Java code for thin SVD

I am looking for a library/package/code to do thin SVD in Java. I found a good implementation of SVD in the COLT package for java, but that's not sufficiently robust with large sparse matrices when ...
1
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1answer
1k views

Implementation of Gaussian process

i try to implement a simple gaussian process regression in java. I almost got every step from the book http://www.GaussianProcess.org/gpml . With my implementation of algorithm 2.1 on page 19 i'm ...
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3answers
2k views

Data mining classification competition

I'm currently taking a data mining class, and for one our projects we're required to predict the class label for an unknown data set by first building a classifier on a training data set which already ...
4
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2answers
589 views

How to implement SIRS model?

I have been given a project to implement an SIRS model. While searching how to do it, I found this site and a question related to epidemic model. It is very much related to my project and is quite ...
3
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0answers
427 views

Java support for PMML

I am new in PMML, Predictive Model Markup Language and I was wondering if there is some kind of Java support (Open Source / professional) for creating/parsing PMML files. Initially I only have in ...
2
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0answers
585 views

Explanation of the Kolmogorov-Smirnov Test with applications in Java

I'm trying to apply the Kolmogorov-Smirnov test for goodness-of-fit to a dataset. I have a large set of values, and would like to know whether it fits a Poisson distribution with given $\lambda$. As ...
3
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1answer
172 views

Item set similarity for real-time calculation purposes?

I am working on a real-time recommendation engine. At one step, I have a feature that resembles a string-encoded item set, so I took Jaccard on the tokenized string to get a good similarity result. ...
6
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2answers
8k views

How can I determine weibull parameters from data?

I have a histogram of wind speed data which is often represented using a weibull distribution. I would like to calculate the weibull shape and scale factors which give the best fit to the histogram. ...
4
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1answer
1k views

How to use/interpret empirical distribution?

First of all I'd like to apologize for the vague title, I couldn't really formulate a better one just now, please feel free to change, or advice me to change, the title to make it better fit the core ...
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2answers
267 views

McNemar's test implementation in Java

Does any body know of a Java implementation of McNemar's Test?
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2answers
998 views

Parameter estimation for normal distribution in Java

Given a set of data (~5000 values) I'd like to draw random samples from the same distribution as the original data. The problem is there is no way to know for sure what distribution the original data ...
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2answers
1k views

Java library for Bayesian Networks [closed]

Hello fellow Number crunchers As the headline suggest, I am looking for a java library for learning and inference of Bayesian Networks. I have already found some, but I am hoping for a ...