Top "Classification" questions

In machine learning and statistics, classification is the problem of identifying which of a set of categories a new observation belongs to, on the basis of a training set of data containing observations whose category membership (label) is known.

How to deal with missing attribute values in C4.5 (J48) decision tree?

What's the best way to handle missing feature attribute values with Weka's C4.5 (J48) decision tree? The problem of missing …

machine-learning data-mining weka decision-tree classification
SkLearn Multinomial NB: Most Informative Features

As my classifier yields about 99% accuracy on test data, I am a bit suspicious and want to gain insight in …

python machine-learning scikit-learn classification text-classification
Difference between Objective and feval in xgboost

What is the difference between objective and feval in xgboost in R? I know this is something very fundamental but …

r classification xgboost objective-function evaluation-function
Naive Bayes: Imbalanced Test Dataset

I am using scikit-learn Multinomial Naive Bayes classifier for binary text classification (classifier tells me whether the document belongs to …

python machine-learning classification scikit-learn text-classification
Predict classes or class probabilities?

I am currently using H2O for a classification problem dataset. I am testing it out with H2ORandomForestEstimator in …

python machine-learning classification random-forest h2o
Text features input format for classification algorithms in scikit-learn

I'm starting to use the scikit-learn to do some NLP. I've already used some classifiers from NLTK and now I …

python scikit-learn classification text-processing feature-engineering
AttributeError: 'Series' object has no attribute 'label'

I'm trying to follow a tutorial on sound classification in neural networks, and I've found 3 different versions of the same …

python neural-network classification mfcc
Extract labels membership / classification from a cut dendrogram in R (i.e.: a cutree function for dendrogram)

I'm trying to extract a classification from a dendrogram in R that I've cut at a certain height. This is …

r classification cluster-analysis dendrogram dendextend
Does R randomForest's rfcv method actually say which features it selected, or not?

I would like to use rfcv to cull the unimportant variables from a data set before creating a final random …

r machine-learning classification random-forest feature-selection
How to represent text for classification in weka?

Can you please let me know how to represent attribute or class for text classification in weka. By using what …

java machine-learning classification weka arff