Classification
44 articles
AUC (Area Under the ROC Curve)
Machine Learning, Model Evaluation
Accuracy
Machine Learning, Model Evaluation
AdaBoost
Boosting, Ensemble Methods, Machine Learning
Binary Classification
Machine Learning
CART algorithm
Algorithms, Machine Learning, Regression
Class-Imbalanced Dataset
Data Preprocessing, Machine Learning
Classification Model
Machine Learning
Classification Threshold
Machine Learning, Model Evaluation
Confusion Matrix
Machine Learning, Model Evaluation
Cost-sensitive learning
Machine Learning, Supervised Learning
Decision Boundary
Machine Learning
Decision Threshold
Machine Learning, Model Evaluation
Decision Tree
Decision Forests, Machine Learning
False Negative (FN)
Machine Learning, Model Evaluation
False Negative Rate
Machine Learning, Model Evaluation, Statistics
False Positive (FP)
Machine Learning, Model Evaluation
False Positive Rate (FPR)
Machine Learning, Model Evaluation, Statistics
Gini Impurity
Decision Trees, Machine Learning
Hinge Loss
Machine Learning, Optimization
Hyperplane
Linear Algebra, Machine Learning, Mathematics
Imbalanced Dataset
Data Quality, Machine Learning
Linear Discriminant Analysis
Dimensionality Reduction, Machine Learning, Statistics
Log Loss
Information Theory, Loss Functions, Machine Learning
Log-Odds
Machine Learning, Mathematics, Statistics
Logistic Regression
Machine Learning, Statistics
Majority class
Imbalanced Learning
Minority class
Imbalanced Learning
Multi-Class Classification
Machine Learning
Multi-Class Logistic Regression
Machine Learning, Statistics
Multinomial classification
Multi-class
Multinomial regression
Linear Models
Naive Bayes
Machine Learning, Statistics
Negative class
Machine Learning
One-vs.-all
Machine Learning
PR AUC
Evaluation, Machine Learning
PR AUC (area under the PR curve)
Machine Learning Metrics
Precision
Machine Learning, Model Evaluation
Precision-Recall Curve
Evaluation, Machine Learning
ROC (Receiver Operating Characteristic) Curve
Evaluation, Machine Learning
Recall (metric)
Machine Learning, Model Evaluation
Squared Hinge Loss
Loss Functions, Machine Learning, Support Vector Machines
Support Vector Machine (SVM)
Machine Learning, Supervised Learning
True positive (TP)
Machine Learning Metrics
True positive rate (TPR)
Machine Learning Metrics