Comparison of results of machine learning prediction models based on images.

Figshare2025-08-29 更新2026-04-28 收录

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https://figshare.com/articles/dataset/Comparison_of_results_of_machine_learning_prediction_models_based_on_images_/30013356 数据链接链接失效反馈

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资源简介：

Comparison of results of machine learning prediction models based on images.

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2025-08-29

游戏用户行为分析数据模型

玩家行为分析

机器学习模型

数据预处理规则：采用IQR四分位法剔除登录时长、操作频次等指标中的极端异常值，对缺失的社交行为数据采用“同等级+同活跃层级”均值填充；行为序列建模规则：基于BiLSTM模型捕捉用户行为的时序依赖关系，提取“登录-玩法-付费”的关联特征，特征提取准确率达92%以上；流失预测算法：构建“基础属性-行为特征-环境因素”三维输入体系，改良XGBoost模型引入L2正则化，预测准确率达91%；模型迭代规则：

贵州省数据知识产权登记平台2025-09-22 更新340

davanstrien/card_with_first_commit_embedded

自然语言处理

机器学习模型

--- dataset_info: features: - name: modelId dtype: string - name: tags sequence: string - name: pipeline_tag dtype: string - name: config struct: - name: architectures

Hugging Face2023-05-23 更新220

Additional file 2 of Externally validated and clinically useful machine learning algorithms to support patient-related decision-making in oncology: a scoping review

肿瘤临床决策

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Additional file 2. PRISMA 2020 Checklist. This file contains the completed PRISMA 2020 checklist documenting the reporting of the scoping review methodology and findings.

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CVasNLPExperiments/DTD_parition1_test_google_flan_t5_xl_mode_T_SPECIFIC_A_ns_1880

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图像文本处理

--- dataset_info: features: - name: id dtype: int64 - name: prompt dtype: string - name: true_label dtype: string - name: prediction dtype: string splits: - name: fewshot

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Systematic review of validation of supervised machine learning models in accelerometer-based animal behaviour classification literature

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Supervised machine learning has been used to detect fine-scale animal behaviour from accelerometer data, but a standardised protocol for implementing this workflow is currently lacking. As the applica

DataONE2025-06-24 更新100

Comparison of results of machine learning prediction models based on images.

资源简介：

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