Data from an Investigation of Music Analysis by the Application of Grammar-based Compressor by David Humphreys (19079318)

“…<br>    <br>    Experiment result:<br>The average increase in model size over all positions.…”

Feature selection results. by Doaa Sami Khafaga (21463870)

“…Further integrate the binary variant of OcOA (bOcOA) for effective feature selection, which reduces the average classification error to 0.4237 and increases CNN accuracy to 93.48%. …”

ANOVA test result. by Doaa Sami Khafaga (21463870)

“…Further integrate the binary variant of OcOA (bOcOA) for effective feature selection, which reduces the average classification error to 0.4237 and increases CNN accuracy to 93.48%. …”

Summary of literature review. by Doaa Sami Khafaga (21463870)

“…Further integrate the binary variant of OcOA (bOcOA) for effective feature selection, which reduces the average classification error to 0.4237 and increases CNN accuracy to 93.48%. …”

Passive sensing data. by Thierry Jean (20691795)

“…We trained 120 machine learning models to forecast 10 mental states (e.g., Calm, Depressed, Seeing things) from passive sensor data on 2 predictive tasks (ordinal regression, binary classification) with 2 learning algorithms (XGBoost, LSTM) over 3 forecast horizons (same day, next day, next week). …”

Surveys. by Thierry Jean (20691795)

“…We trained 120 machine learning models to forecast 10 mental states (e.g., Calm, Depressed, Seeing things) from passive sensor data on 2 predictive tasks (ordinal regression, binary classification) with 2 learning algorithms (XGBoost, LSTM) over 3 forecast horizons (same day, next day, next week). …”

Data types and sources. by Xiaojie Feng (6873953)

“…The results indicate that with a classification number of 4, the Goodness of Variance Fit (GVF) for different hierarchical features exceeds 0.7, and the average silhouette coefficient reaches 0.58 at this classification number. …”

Spatial distribution level results. by Xiaojie Feng (6873953)

“…The results indicate that with a classification number of 4, the Goodness of Variance Fit (GVF) for different hierarchical features exceeds 0.7, and the average silhouette coefficient reaches 0.58 at this classification number. …”

Number of hashtags with frequency thresholds. by Jinbao Song (18601705)

“…Finally, a timeline-based topic merging algorithm is proposed to construct a clear and orderly event story line. …”

Key fields and meanings of Weibo. by Jinbao Song (18601705)

“…Finally, a timeline-based topic merging algorithm is proposed to construct a clear and orderly event story line. …”

Research framework. by Jinbao Song (18601705)

“…Finally, a timeline-based topic merging algorithm is proposed to construct a clear and orderly event story line. …”

The story tree. by Jinbao Song (18601705)

“…Finally, a timeline-based topic merging algorithm is proposed to construct a clear and orderly event story line. …”

Storyline nodes. by Jinbao Song (18601705)

“…Finally, a timeline-based topic merging algorithm is proposed to construct a clear and orderly event story line. …”

Graph of number of Weibo posts versus date. by Jinbao Song (18601705)

“…Finally, a timeline-based topic merging algorithm is proposed to construct a clear and orderly event story line. …”

Relevant conceptual relationship diagrams. by Jinbao Song (18601705)

“…Finally, a timeline-based topic merging algorithm is proposed to construct a clear and orderly event story line. …”

RoMLP-AttNet modelling framework. by Jinbao Song (18601705)

“…Finally, a timeline-based topic merging algorithm is proposed to construct a clear and orderly event story line. …”

Change in loss ratio with rounds. by Jinbao Song (18601705)

“…Finally, a timeline-based topic merging algorithm is proposed to construct a clear and orderly event story line. …”

Hashtag post number over time. by Jinbao Song (18601705)

“…Finally, a timeline-based topic merging algorithm is proposed to construct a clear and orderly event story line. …”

Hashtag number varies with density thresholds. by Jinbao Song (18601705)

“…Finally, a timeline-based topic merging algorithm is proposed to construct a clear and orderly event story line. …”

Pathway activity and single-cell level functional states of CEDGs in cancer. by Yuxi Gu (11386081)