Nikolaos Maniatis (03400097)
Philippos Mavrepis (03400098)
Datasets: S12, B04
Team Seed for CIFAR-dataset: C=119
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1st Part (Dataset A) contains the notebook with the Exploratory Data Analysis and the mutliple experiments with the different kinds of regressors, regarding dataset S12. The dataset itself for this notebook can be found under /datasets/airfoil_self_noise.dat (more information https://archive.ics.uci.edu/ml/datasets/Airfoil+Self-Noise)
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1st Part (Dataset B) contains the notebook with the Exploratory Data Analysis and the mutliple experiments with the different kinds of regressors, regarding dataset B04. In this dataset there are multiple targets to be predicted so sklearn's MultiOutputRegressor was utilised. The dataset itself for this notebook can be found under /datasets/data.txt (more information https://archive.ics.uci.edu/ml/datasets/Condition+Based+Maintenance+of+Naval+Propulsion+Plants)
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2nd Part, the report for this part of the excercise can be found here: https://wandb.ai/philippos/TL_xception-80-VGG16/reports/Cifar-80---Vmlldzo1Mjk2NzY?accessToken=ctp6fyvgmqbwpbap77av2uppvsm9sz0x19c774mv37156oriwrfc9ot9gk3zh0e8 Please visit this link as there are interactive plots on our report that lose their value if we convert it to .pdf format.