Top "Multilabel-classification" questions

Multi-label classification refers to the problem in Machine Learning of assigning multiple target labels to each sample, where the labels represent a property of the sample point and need not be mutually exclusive.

How does Keras handle multilabel classification?

I am unsure how to interpret the default behavior of Keras in the following situation: My Y (ground truth) was …

python neural-network keras multilabel-classification
How to fix NameError: name 'X_train' is not defined?

I am running the [code] of multi-label classification1.how to fix the NameError that the "X_train" is not defined.…

python machine-learning scikit-learn multilabel-classification scikit-multilearn
Precision/recall for multiclass-multilabel classification

I'm wondering how to calculate precision and recall measures for multiclass multilabel classification, i.e. classification where there are more …

machine-learning classification multilabel-classification precision-recall
Multilabel Text Classification using TensorFlow

The text data is organized as vector with 20,000 elements, like [2, 1, 0, 0, 5, ...., 0]. i-th element indicates the frequency of the i-th word in …

python tensorflow text-classification multilabel-classification
Sklearn - How to predict probability for all target labels

I have a data set with a target variable that can have 7 different labels. Each sample in my training set …

python scikit-learn multilabel-classification
caffe with multi-label images

I have a dataset of images that have multiple labels; There are 100 classes in the dataset, and each image has 1 …

neural-network deep-learning caffe multilabel-classification
python error Can't handle mix of multiclass and continuous-multioutput

im getting this error "Can't handle mix of multiclass and continuous-multioutput " when i try to get the accuracy of my …

python numpy scikit-learn multilabel-classification
What is the difference between OneVsRestClassifier and MultiOutputClassifier in scikit learn?

Can someone please explain (with example maybe) what is the difference between OneVsRestClassifier and MultiOutputClassifier in scikit-learn? I've read documentation …

python scikit-learn classification multilabel-classification multiclass-classification
XGBoost for multilabel classification?

Is it possible to use XGBoost for multi-label classification? Now I use OneVsRestClassifier over GradientBoostingClassifier from sklearn. It works, but …

python scikit-learn xgboost multilabel-classification
How to get Top 3 or Top N predictions using sklearn's SGDClassifier

from sklearn.feature_extraction.text import TfidfVectorizer import numpy as np from sklearn import linear_model arr=['dogs cats lions',…

python scikit-learn multilabel-classification