Over the last several years, the study of working memory (WM) for simple visual features (e.g., colors, orientations) has been dominated by perspectives that assume items in WM are stored independently of one another. Evidence has revealed, however, syst
Select filters along y-value and x-value to cut across different dimensions. View metrics such as accuracy, precision, recall, false positive rate (FPR), and false negative rate (FNR).Dataset explorerExplore your dataset statistics by selecting different filters along the X, Y, and color axes...
PiML also works for arbitrary supervised ML models under regression and binary classification settings. It supports a whole spectrum of outcome testing, including but not limited to the following: Accuracy: popular metrics like MSE, MAE for regression tasks and ACC, AUC, Recall, Precision, F1-sco...
% Specificity, Precision, Recall, F-Measure, G-mean. % Input: ACTUAL = Column matrix with actual class labels of the training % examples % PREDICTED = Column matrix with predicted class labels by the % classification model % Output: EVAL = Row matrix with all the performance measures ...
Moreover, we integrate with such popular libraries like Nvidia apex, Albumentations, SMP, transformers, wandb, and neptune.ai just out of the box to make your research more user-friendly. Thanks to such integrations, Catalyst has full support for test-time augmentations, mixe...
In a previous approach (Kerr et al., 2006), the precision of midcell localization, depending on the MinD/MinE density ratio, has been investigated for the model by Huang et al. (2003). An acceptable precision could only be obtained at unrealistically high MinD/MinE ratios. Comparing the de...
This graph shows several examples of data sets from the Spaniard National Institute of Statistics that follow Benford’s logarithmic law. Data from the lottery, however, is random and uniform. Credit: Jesús Torres, et al. Does your house address start with a 1? According to a strange mathema...
This graph shows several examples of data sets from the Spaniard National Institute of Statistics that follow Benford’s logarithmic law. Data from the lottery, however, is random and uniform. Credit: Jesús Torres, et al. Does your house address start with a 1? According to a strange mathema...
Calibration techniques for classifiers seek to convert an uncalibrated classifier’s confidence score to a calibrated one 𝑄̂∈[0,1] that corresponds to the precision for a specific level of confidence [45]. This calibration technique is a post-processing technique that requires a separate learn...
norm_macro_recall 流失预测 precision_score_weighted 分类多标签方案的指标对于文本分类多标签,目前唯一支持的主要指标是“准确度”。对于图像分类多标签,ClassificationMultilabelPrimaryMetrics 枚举中定义了支持的主要指标。NLP 文本命名实体识别方案的指标对于NLP 文本命名实体识别 (NER),目前唯一支持的主要指标是“准确...