I am new to scikit learn and weka....I have a dataset on which I need to run separate algos to compare prediction results. I have noticed that sklearn does not have an implementation of multilayer perceptron and have hence used Weka tool for that purpose. For algos like linear regression and random forest, sklearn provides a regr.score() function which gives us the 'coefficient of determination' between the predicted values and the data. Weka(GUI) on the other hand gives only correlation coefficient and a bunch of type of errors. I don't exactly understand the difference between the two. Also is there a way to get coefficient of determination in Weka, or to get correlation in Sklearn so that they can be compared? I understand that for linear regression, square of correlation coefficient gives coefficient of determination..how do I do the same for multilayer perceptrons?
Difference between weka tool's correlation coefficient and scikit learn's coefficient of determination score
1k Views Asked by Tarun At
0
There are 0 best solutions below
Related Questions in MACHINE-LEARNING
- How to cluster a set of strings?
- Enforcing that inputs sum to 1 and are contained in the unit interval in scikit-learn
- scikit-learn preperation
- Spark MLLib How to ignore features when training a classifier
- Increasing the efficiency of equipment using Amazon Machine Learning
- How to interpret scikit's learn confusion matrix and classification report?
- Amazon Machine Learning for sentiment analysis
- What Machine Learning algorithm would be appropriate?
- LDA generated topics
- Spectral clustering with Similarity matrix constructed by jaccard coefficient
- Speeding up Viterbi execution
- Memory Error with Classifier fit and partial_fit
- How to find algo type(regression,classification) in Caret in R for all algos at once?
- Difference between weka tool's correlation coefficient and scikit learn's coefficient of determination score
- What are the approaches to the Big-Data problems?
Related Questions in SCIKIT-LEARN
- How to use meshgrid with large arrays in Matplotlib?
- Enforcing that inputs sum to 1 and are contained in the unit interval in scikit-learn
- scikit-learn preperation
- Python KNeighborsClassifier
- How to interpret scikit's learn confusion matrix and classification report?
- svmlight / libsvm format
- Scikit-learn: overriding a class method in a classifier
- Memory Error with Classifier fit and partial_fit
- Difference between weka tool's correlation coefficient and scikit learn's coefficient of determination score
- Peak fitting with gaussian mixure model (Scikit); how to sample from a discrete pdf?
- sklearn LDA unique labels issue
- Break up Random forest classification fit into pieces in python?
- How to reuse pickled objects in python?
- Scikit Learn Multilabel Classification Using Out Of Core
- Scikit-learn Random Forest taking up too much memory
Related Questions in WEKA
- ARFF file extension to csv binary executable
- How to cluster using kMeans in Weka?
- Difference between weka tool's correlation coefficient and scikit learn's coefficient of determination score
- How to export PCA from Weka
- scatter plot for a multiclass dataset with class imbalance and class overlapping
- Use significant attributes only, or use full set of attributes to build J48 model after checking information gain?
- Train And Use Classifier Weka In Java
- weka API import
- Prediction of sets
- Replace numbers with Boolean in r
- Weka instance.setValue arrayIndexOutOfBounsException
- How to run LibSVM Classifier with 10 fold cross validation from Weka from Linux commandline?
- Chained CostSensitiveClassifier
- How do I use custom stopwords and stemmer file in WEKA (Java)?
- Error trying to call .buildClassifier (Weka) in Java AndroidStudio
Related Questions in DATA-ANALYSIS
- R sensitivity package (fast99)
- Difference between weka tool's correlation coefficient and scikit learn's coefficient of determination score
- What are the approaches to the Big-Data problems?
- How to get a number of probability distributions "averaged"?
- Incorrect colouring of Surface plot
- Encoding issues while reading/importing CSV file in Python3 Pandas
- Counting the number of join symptoms
- QlikView Resources
- Point Classification in a set of Bounding Boxes
- How to use multiple data to train a linear regression model in R
- look ahead time analysis in R (data mining algorithm)
- how long does it take to find maximum element in descending sorted array?
- compare previous and present hash key values from a Pandas dataFrame
- "Does Not Exist" (DNE) property filter for Keen IO analysis calls
- How do I choose which parameters to estimate in an ARMA model in python statsmodel?
Trending Questions
- UIImageView Frame Doesn't Reflect Constraints
- Is it possible to use adb commands to click on a view by finding its ID?
- How to create a new web character symbol recognizable by html/javascript?
- Why isn't my CSS3 animation smooth in Google Chrome (but very smooth on other browsers)?
- Heap Gives Page Fault
- Connect ffmpeg to Visual Studio 2008
- Both Object- and ValueAnimator jumps when Duration is set above API LvL 24
- How to avoid default initialization of objects in std::vector?
- second argument of the command line arguments in a format other than char** argv or char* argv[]
- How to improve efficiency of algorithm which generates next lexicographic permutation?
- Navigating to the another actvity app getting crash in android
- How to read the particular message format in android and store in sqlite database?
- Resetting inventory status after order is cancelled
- Efficiently compute powers of X in SSE/AVX
- Insert into an external database using ajax and php : POST 500 (Internal Server Error)
Popular Questions
- How do I undo the most recent local commits in Git?
- How can I remove a specific item from an array in JavaScript?
- How do I delete a Git branch locally and remotely?
- Find all files containing a specific text (string) on Linux?
- How do I revert a Git repository to a previous commit?
- How do I create an HTML button that acts like a link?
- How do I check out a remote Git branch?
- How do I force "git pull" to overwrite local files?
- How do I list all files of a directory?
- How to check whether a string contains a substring in JavaScript?
- How do I redirect to another webpage?
- How can I iterate over rows in a Pandas DataFrame?
- How do I convert a String to an int in Java?
- Does Python have a string 'contains' substring method?
- How do I check if a string contains a specific word?