I am working on binary classification and trying to explain my model using SHAP framework. I am using logistic regression algorithm. I would like to explain this model using both KernelExplainer and LinearExplainer. So, I tried the below code from SO here This threw an error as shown below AssertionError: Unknown type passed as data object: <class ‘shap.maskers._tabular.Independent’> How can
Tag: classification
How to add a traditional classifier(SVM) to my CNN model
here’s my model i want to make svm classifier as my final classifier in this model so how can i do that? also another question i want to know the predicted class of a certain input so when i use it only gives me probabilities so how can i solve that too Answer You can use neural network as feature
Suspect overfitting binary classification toy problem with scikit-learn RandomForestClassifier
I’m trying to train a Random Forest to classify the species of a set of flowers from the iris dataset. However, the validation looks kind of weird to me, since it looks like the results are perfect, which is something I would not expect. Since I would like to perform a binary classification, I exclude from the training dataset the
AttributeError: ‘numpy.ndarray’ object has no attribute ‘self’
I started implementing the backend of neural network but got stuck in a code of python. The below is the code for neural Network. While i was making use of the userdefined class in one of the application to be made, i got an error by name attributeError. Please help me out solving it. I […]
Getting a list of all known classes of vgg-16 in keras
I use the pre-trained VGG-16 model from Keras. My working source code so far is like this: from keras.applications.vgg16 import VGG16 from keras.preprocessing.image import load_img from keras….
list of all classification algorithms
I have a classification problem and I would like to test all the available algorithms to test their performance in tackling the problem. If you know any classification algorithm other than these listed below, please list it here. Your help is highly appreciated. Answer The answers did not provided the full list of classifiers so […]
How to use if and else statements to achieve Age Classifier program
I have an assignment in my Python class. It says: Write a program that asks the user to enter a person’s age. The program should display a message indicating whether the person is an infant, child, teenager, or adult. Here are the following guidelines: If the person is 1 year old or less, he or she is an infant. If
Scikit-learn Ridge classifier: extracting class probabilities
I’m currently using sklearn’s Ridge classifier, and am looking to ensemble this classifier with classifiers from sklearn and other libraries. In order to do this, it would be ideal to extract the probability that a given input belongs to each class in a list of classes. Currently, I’m zipping the classes with the output of model.decision_function(x), but this returns the