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Combined display of all available logs of AI Wiki. You can narrow down the view by selecting a log type, the username (case-sensitive), or the affected page (also case-sensitive).

• 17:08, 27 February 2023 Alpha5 talk contribs created page Area under the PR curve (Created page with "{{see also|Machine learning terms}} ==Introduction== Evaluation of a model's performance in machine learning is essential to determine its capacity for accurately predicting output. One such performance indicator is the area under the Precision-Recall (PR) curve, which measures the tradeoff between precision and recall for different classification thresholds. Machine learning requires the evaluation of a classifier's performance as an essential step in the modeling proc...")
• 16:44, 27 February 2023 Alpha5 talk contribs created page AR (Created page with "{{see also|Machine learning terms}} ==Introduction== Machine learning is the study of teaching machines how to learn from data and make decisions based on that information. Recently, one area of machine learning that has seen great growth in popularity is augmented reality (AR). AR refers to the integration of computer-generated graphics or information into real life scenarios. ==Definition of Augmented Reality== Augmented reality (AR) is a technology that overlays digi...")
• 15:32, 27 February 2023 Alpha5 talk contribs created page Anomaly detection (Created page with "{{see also|Machine learning terms}} ==Introduction== Machine learning Anomaly detection is the process of recognizing data points that deviate from normal behavior in a dataset. These abnormal outcomes are known as anomalies, outliers, or exceptions. Anomaly detection plays an integral role in many domains such as fraud detection, network intrusion detection, and fault detection in industrial systems. ==Applications== Anomaly detection is used in many fields to detect a...")
• 15:32, 27 February 2023 Alpha5 talk contribs created page Agglomerative clustering (Created page with "{{see also|Machine learning terms}} ===Agglomerative Clustering in Machine Learning== Agglomerative Clustering is an unsupervised learning technique utilized in machine learning and data mining. This process groups objects together based on their similarity, with the primary goal of creating meaningful clusters. Each object in this agglomerative cluster starts as a singleton cluster and at each step the two closest clusters are merged until an ending criterion is met. =...")
• 15:15, 27 February 2023 Alpha5 talk contribs created page Agent (Created page with "{{see also|Machine learning terms}} ===Definition== Machine learning refers to an agent as a system or entity that can perceive its environment, make decisions, and take actions in order to reach certain goals or sets of goals. An agent is thus seen as autonomous decision-making entity operating within its environment that interacts with that environment in order to complete tasks. ==Types of Agents== Machine learning consists of two primary types of agents: reactive ag...")
• 14:58, 27 February 2023 Alpha5 talk contribs created page AdaGrad (Created page with "{{see also|Machine learning terms}} ===AdaGrad: An Optimization Algorithm for Stochastic Gradient Descent== AdaGrad is an effective optimization algorithm used in machine learning for training neural networks and other models that use stochastic gradient descent (SGD) to update their weights. John Duchi et al. first described AdaGrad in 2011 in their paper entitled "Adaptive Subgradient Methods for Online Learning and Stochastic Optimization." AdaGrad works by adapting...")
• 14:42, 27 February 2023 Alpha5 talk contribs created page Active learning (Created page with "{{see also|Machine learning terms}} ==Introduction== Active learning is a subfield of machine learning that seeks to enhance the performance of an algorithm by iteratively selecting informative samples from large pools of unlabeled data to be labeled by humans or an oracle. The goal is to optimize this labeling process and achieve higher accuracy with fewer labeled data points. Active learning has gained widespread attention recently due to its potential for reducing cos...")
• 14:38, 27 February 2023 Alpha5 talk contribs created page Action (Created page with "{{see also|Machine learning terms}} ==Introduction== Machine learning is an interdisciplinary field of study that involves the creation of algorithms that enable computer systems to learn and improve from experience. In this context, an action refers to a decision made by an agent based on available information at any given point in time. Machine learning involves agents taking actions based on observations of their environment. The goal is for the agent to learn how to...")
• 14:33, 27 February 2023 Alpha5 talk contribs created page A/B testing (Created page with "{{see also|Machine learning terms}} ==Introduction== A/B testing is a statistical method employed in machine learning research to compare two versions of a product and determine which version is more successful. It involves randomly dividing a population into two groups, "A" and "B," then exposing each group to one version of the tested product. After analyzing the results of this experiment, one version will be determined as having higher click-through rates or conversi...")
• 18:07, 26 February 2023 Alpha5 talk contribs created page Google Cloud terms (Redirected page to Machine learning terms/Google Cloud) Tag: New redirect
• 18:06, 26 February 2023 Alpha5 talk contribs created page TensorFlow terms (Redirected page to Machine learning terms/TensorFlow) Tag: New redirect
• 18:06, 26 February 2023 Alpha5 talk contribs created page Recommendation Systems terms (Redirected page to Machine learning terms/Recommendation Systems) Tag: New redirect
• 18:05, 26 February 2023 Alpha5 talk contribs created page Clustering terms (Redirected page to Machine learning terms/Clustering) Tag: New redirect
• 18:04, 26 February 2023 Alpha5 talk contribs created page Sequence Models terms (Redirected page to Machine learning terms/Sequence Models) Tag: New redirect
• 18:03, 26 February 2023 Alpha5 talk contribs created page Image Models terms (Redirected page to Machine learning terms/Computer Vision) Tag: New redirect
• 18:03, 26 February 2023 Alpha5 talk contribs created page Reinforcement Learning terms (Redirected page to Machine learning terms/Reinforcement Learning) Tag: New redirect
• 18:02, 26 February 2023 Alpha5 talk contribs created page Decision Forests terms (Redirected page to Machine learning terms/Decision Forests) Tag: New redirect
• 18:01, 26 February 2023 Alpha5 talk contribs created page Fairness terms (Redirected page to Machine learning terms/Fairness) Tag: New redirect
• 18:01, 26 February 2023 Alpha5 talk contribs created page Language Evaluation terms (Redirected page to Machine learning terms/Natural Language Processing) Tag: New redirect
• 18:00, 26 February 2023 Alpha5 talk contribs created page NLP terms (Redirected page to Machine learning terms/Natural Language Processing) Tag: New redirect
• 18:00, 26 February 2023 Alpha5 talk contribs created page ML Fundamentals (Redirected page to Machine learning terms/Fundamentals) Tag: New redirect
• 18:00, 26 February 2023 Alpha5 talk contribs created page Machine learning fundamentals (Redirected page to Machine learning terms/Fundamentals) Tag: New redirect
• 17:54, 26 February 2023 Alpha5 talk contribs created page ML Terms (Redirected page to Machine learning terms) Tag: New redirect
• 17:54, 26 February 2023 Alpha5 talk contribs created page AI Terms (Redirected page to Artificial intelligence terms) Tag: New redirect
• 17:50, 26 February 2023 Alpha5 talk contribs moved page Machine learning terms/Image Models to Machine learning terms/Computer Vision
• 17:50, 26 February 2023 Alpha5 talk contribs moved page Machine learning terms/Language Evaluation to Machine learning terms/Natural Language Processing
• 17:45, 26 February 2023 Alpha5 talk contribs created page Fundamentals (Redirected page to Machine learning terms/Fundamentals) Tag: New redirect
• 17:44, 26 February 2023 Alpha5 talk contribs created page Fundamental terms (Redirected page to Machine learning terms/Fundamentals) Tag: New redirect
• 17:44, 26 February 2023 Alpha5 talk contribs created page Natural Language Processing terms (Redirected page to Machine learning terms/Natural Language Processing) Tag: New redirect
• 17:43, 26 February 2023 Alpha5 talk contribs created page Computer Vision terms (Redirected page to Machine learning terms/Computer Vision) Tag: New redirect
• 16:46, 26 February 2023 Alpha5 talk contribs created page Machine learning terms/Google Cloud (Created page with "*Cloud TPU *Tensor Processing Unit (TPU) *TPU *TPU chip *TPU device *TPU master *TPU node *TPU Pod *TPU resource *TPU slice *TPU type *TPU worker")
• 16:45, 26 February 2023 Alpha5 talk contribs created page Machine learning terms/Reinforcement Learning (Created page with "*action *agent *Bellman equation *critic *Deep Q-Network (DQN) *DQN *environment *episode *epsilon greedy policy *experience replay *greedy policy *Markov decision process (MDP) *Markov property *policy *Q-function *Q-learning *random policy *reinforcement learning (RL) *replay buffer *return *reward *state *state-action value function *tabular Q-learning *target network *...")
• 16:44, 26 February 2023 Alpha5 talk contribs created page Machine learning terms/Sequence Models (Created page with "*bigram *exploding gradient problem *forget gate *gradient clipping *Long Short-Term Memory (LSTM) *LSTM *N-gram *recurrent neural network *RNN *sequence model *timestep *trigram *vanishing gradient problem")
• 16:43, 26 February 2023 Alpha5 talk contribs created page Machine learning terms/Decision Forests (Created page with "*attribute sampling *axis-aligned condition *bagging *binary condition *condition *decision forest *decision tree *entropy *feature importances *gini impurity *gradient boosting *gradient boosted (decision) trees (GBT) *inference path *information gain *in-set condition *leaf *node (decision tree) *non-binary condition *oblique condition *out-of-bag evaluation (OOB evaluation) *permutation...")
• 16:41, 26 February 2023 Alpha5 talk contribs created page Machine learning terms/TensorFlow (Created page with "*Cloud TPU *Dataset API (tf.data) *device *eager execution *Estimator *feature engineering *feature spec *graph *graph execution *Layers API (tf.layers) *metric *node (TensorFlow graph) *operation (op) *Parameter Server (PS) *queue *rank (Tensor) *root directory *SavedModel *Saver *summary *Tensor *TensorBoard *TensorFlow *TensorFlow Playground *TensorFlow Serving *Tenso...")
• 16:40, 26 February 2023 Alpha5 talk contribs created page Machine learning terms/Language Evaluation (Created page with "*attention *bag of words *BERT (Bidirectional Encoder Representations from Transformers) *bigram *bidirectional *bidirectional language model *BLEU (Bilingual Evaluation Understudy) *causal language model *crash blossom *decoder *denoising *embedding layer *embedding space *embedding vector *encoder *GPT (Generative Pre-trained Transformer) *LaMDA (Language Model for Dialogue Applications) *language mo...")
• 16:38, 26 February 2023 Alpha5 talk contribs created page Machine learning terms/Clustering (Created page with "*agglomerative clustering *centroid *centroid-based clustering *clustering *divisive clustering *hierarchical clustering *k-means *k-median *similarity measure *sketching *time series analysis *unsupervised machine learning")
• 16:37, 26 February 2023 Alpha5 talk contribs created page Machine learning terms/Image Models (Created page with "*augmented reality *bounding box *convolution *convolutional filter *convolutional layer *convolutional neural network *convolutional operation *data augmentation *depthwise separable convolutional neural network (sepCNN) *downsampling *image recognition *intersection over union (IoU) *keypoints *landmarks *MNIST *pooling *rotational invariance *size invariance *spatial pooling *stride *sub...")
• 16:36, 26 February 2023 Alpha5 talk contribs created page Machine learning terms/Recommendation Systems (Created page with "*candidate generation *collaborative filtering *item matrix *items *matrix factorization *recommendation system *re-ranking *scoring *user matrix *Weighted Alternating Least Squares (WALS)")
• 16:10, 26 February 2023 Alpha5 talk contribs created page Machine learning terms/Fairness (Created page with "*attribute *automation bias *bias (ethics/fairness) *confirmation bias *counterfactual fairness *coverage bias *demographic parity *disparate impact *disparate treatment *equality of opportunity *equalized odds *experimenter's bias *fairness constraint *fairness metric *group attribution bias *implicit bias *incompatibility of fairness metrics *individual fairness *in-group bias *non-response b...")
• 15:30, 26 February 2023 Alpha5 talk contribs created page L0 (Redirected page to L0 regularization) Tag: New redirect
• 13:18, 26 February 2023 Alpha5 talk contribs created page Machine learning terms/Fundamentals (Created page with "*accuracy *activation function *artificial intelligence *AUC (Area Under the Curve) *backpropagation *batch *batch size *bias *bias (ethics/fairness) *binary classification *bucketing *categorical data *class *classification model *classification threshold *class-imbalanced dataset *clipping *confusion matrix *continuous feature *convergence *DataFrame *dataset *deep model *dens...")
• 13:06, 26 February 2023 Alpha5 talk contribs created page Machine learning terms/All (Created page with "*A/B testing *accuracy *action *activation function *active learning *AdaGrad *agent *agglomerative clustering *anomaly detection *AR *area under the PR curve *area under the ROC curve *artificial general intelligence *artificial intelligence *attention *attribute *attribute sampling *AUC (Area under the ROC curve) *augmented reality *automation bias *average precision *axis-aligned con...")
• 13:01, 26 February 2023 Alpha5 talk contribs created page Training dataset (Redirected page to Training set) Tag: New redirect
• 13:01, 26 February 2023 Alpha5 talk contribs created page Training data set (Redirected page to Training set) Tag: New redirect
• 12:47, 26 February 2023 Alpha5 talk contribs created page Test data (Redirected page to Test set) Tag: New redirect
• 12:46, 26 February 2023 Alpha5 talk contribs created page Test dataset (Redirected page to Test set) Tag: New redirect
• 12:46, 26 February 2023 Alpha5 talk contribs created page Test data set (Redirected page to Test set) Tag: New redirect
• 10:43, 26 February 2023 Alpha5 talk contribs created page Test loss (Created page with "{{see also|Machine learning terms}} ===Test Loss in Machine Learning== Machine learning algorithms measure their model's ability to make accurate predictions on unseen data. The test loss provides an assessment of a model's generalization ability, or its capacity for making accurate predictions when presented with new, unseen information that was not seen during training. The test loss is calculated by comparing the model's predictions on test data with actual values fo...")
• 10:08, 26 February 2023 Alpha5 talk contribs created page Training (Created page with "{{see also|Machine learning terms}} ==Introduction== Machine learning is a branch of artificial intelligence that seeks to develop algorithms and statistical models that enable computers to perform tasks without explicit programming. Training plays an integral role in this process, as it enables the algorithm to learn from data and make predictions based on patterns it detects. In this article, we'll examine training in machine learning in depth - its purpose, different...")