Discussion Forum & Activities

Elenco delle discussioni. Visualizzazione di 100 discussioni su 512
Discussione	Iniziato da	Ultimo intervento	Repliche
L14 - PCA	CRISTIANO PANIGHEL 29 nov 2022	CRISTIANO PANIGHEL 29 nov 2022	0
L14 - CNN	CRISTIANO PANIGHEL 13 gen 2023	CRISTIANO PANIGHEL 13 gen 2023	0
L14 - Autoencoder	CRISTIANO PANIGHEL 29 nov 2022	CRISTIANO PANIGHEL 29 nov 2022	0
L13 - Bias and Variance	CRISTIANO PANIGHEL 25 nov 2022	CRISTIANO PANIGHEL 25 nov 2022	0
L12 - Titanic Dataset	CRISTIANO PANIGHEL 17 nov 2022	CRISTIANO PANIGHEL 17 nov 2022	0
L09- Backpropagation	CRISTIANO PANIGHEL 14 nov 2022	CRISTIANO PANIGHEL 14 nov 2022	0
L09 - Implementation of the Network on slide 15	Salvatore Gatto 19 nov 2022	Salvatore Gatto 19 nov 2022	0
L08 - Derivative	CRISTIANO PANIGHEL 26 ott 2022	CRISTIANO PANIGHEL 26 ott 2022	0
L07 - Perceptron	CRISTIANO PANIGHEL 7 nov 2022	CRISTIANO PANIGHEL 7 nov 2022	0
L07 - Multi-layer Perceptron	CRISTIANO PANIGHEL 25 ott 2022	CRISTIANO PANIGHEL 25 ott 2022	0
L06 - Comparison Sklearn and ID3	CRISTIANO PANIGHEL 25 ott 2022	CRISTIANO PANIGHEL 25 ott 2022	0
L05 - DecisionTree	CRISTIANO PANIGHEL 25 ott 2022	CRISTIANO PANIGHEL 25 ott 2022	0
L04 - VCDimesion	CRISTIANO PANIGHEL 25 ott 2022	CRISTIANO PANIGHEL 25 ott 2022	0
L03 - Ridge regression	CRISTIANO PANIGHEL 31 ott 2022	CRISTIANO PANIGHEL 31 ott 2022	0
L03 - Hypothesis Space	CRISTIANO PANIGHEL 25 ott 2022	CRISTIANO PANIGHEL 25 ott 2022	0
k_nearest_neighbor	DAICHI ANDO 29 ott 2022	DAICHI ANDO 29 ott 2022	0
KNN on MovieLens dataset	FILIPPO FANTINATO 28 dic 2022	FILIPPO FANTINATO 28 dic 2022	0
Kmeans on Banknote Dataset	MOHAMMAD HOSSEINIPOUR 30 dic 2022	MOHAMMAD HOSSEINIPOUR 30 dic 2022	0
Kmeans Clustring on Mopsi Datset from Les18	SYED RIAZ RAZA 11 gen 2023	SYED RIAZ RAZA 11 gen 2023	0
Kernels and SVM	MOONES MOBARAKI 27 nov 2022	MOONES MOBARAKI 27 nov 2022	0
Kernel k-means	MARTA GREGGIO 4 gen 2023	MARTA GREGGIO 4 gen 2023	0
K-NN Rating Recommendation User Based	NICOLÒ PREDENZ 28 dic 2022	NICOLÒ PREDENZ 28 dic 2022	0
k-means with kernels	LORENZO D'ANTONI 16 dic 2022	LORENZO D'ANTONI 16 dic 2022	0
K-means on worms dataset	FILIPPO FANTINATO 28 dic 2022	FILIPPO FANTINATO 28 dic 2022	0
Implementing Naive Bayes	SARA FEIZYAB 26 dic 2022	SARA FEIZYAB 26 dic 2022	0
Implementing a CNN on MNIST digit classification **	SYED RIAZ RAZA 15 gen 2023	SYED RIAZ RAZA 15 gen 2023	0
Implementation of the Perceptron Algorithm	AVA LOUISE FINNEGAN 29 ott 2022	AVA LOUISE FINNEGAN 29 ott 2022	0
Implementation of SVM on Breast Cancer dataset	SYED RIAZ RAZA 14 gen 2023	SYED RIAZ RAZA 14 gen 2023	0
Implementation of Perceptron for NOT Logic function	MOONES MOBARAKI 24 ott 2022	MOONES MOBARAKI 24 ott 2022	0
Implementation of NN and lecture 9 autoencoder	MATTEO GIOELE COLLU 22 nov 2022	MATTEO GIOELE COLLU 22 nov 2022	0
Implementation of function XOR using Peceptron-based networks	JUAN BAEZA RUIZ-HENESTROSA 24 ott 2022	JUAN BAEZA RUIZ-HENESTROSA 24 ott 2022	0
Implementation of Decision Tree using scikit	SYED RIAZ RAZA 11 gen 2023	SYED RIAZ RAZA 11 gen 2023	0
Hypothesis spaces	FILIPPO FANTINATO 24 ott 2022	FILIPPO FANTINATO 24 ott 2022	0
Hyperbolic Tangent	MUTAHIR YASEEN 17 gen 2023	MUTAHIR YASEEN 17 gen 2023	0
Hierarchical Clustering on IRIS Dataset	MOHAMMAD HOSSEINIPOUR 30 dic 2022	MOHAMMAD HOSSEINIPOUR 30 dic 2022	0
Gradient boosting	MUTAHIR YASEEN 17 gen 2023	MUTAHIR YASEEN 17 gen 2023	0
Feature Selection Methods	SHAKIBA FARJOOD FASHALAMI 30 dic 2022	SHAKIBA FARJOOD FASHALAMI 30 dic 2022	0
Feature reduction PCA on IRIS - lez 14 es 1	MARTA GREGGIO 28 dic 2022	MARTA GREGGIO 28 dic 2022	0
Exercise lecture 12 - Encoding range-type variables	JUAN BAEZA RUIZ-HENESTROSA 21 nov 2022	JUAN BAEZA RUIZ-HENESTROSA 21 nov 2022	0
Exercise 2 - Lec3 "Polynomial regression using the Ridge Regression method"	SYED FAHAD HASSAN 31 dic 2022	SYED FAHAD HASSAN 31 dic 2022	0
Exercise - Lec4 "VC-Dimension of other hypothesis spaces"	SYED FAHAD HASSAN 31 dic 2022	SYED FAHAD HASSAN 31 dic 2022	0
Ensemble Learning	CECILIA FIGUERAS TELLEZ 12 gen 2023	CECILIA FIGUERAS TELLEZ 12 gen 2023	0
Ensemble classifiers	FILIPPO FANTINATO 28 dic 2022	FILIPPO FANTINATO 28 dic 2022	0
Ensemble	DAICHI ANDO 17 dic 2022	DAICHI ANDO 17 dic 2022	0
effect of using PCA improperly	MOHAMMAD HOSSEINIPOUR 30 dic 2022	MOHAMMAD HOSSEINIPOUR 30 dic 2022	0
Effect of preprocessing data in classification accuracy	JUAN BAEZA RUIZ-HENESTROSA 27 nov 2022	JUAN BAEZA RUIZ-HENESTROSA 27 nov 2022	0
DTs	SHAKIBA FARJOOD FASHALAMI 4 gen 2023	SHAKIBA FARJOOD FASHALAMI 4 gen 2023	0
DT ID3 for AND, OR, XOR	FILIPPO FANTINATO 24 ott 2022	FILIPPO FANTINATO 24 ott 2022	0
DT for Boolean Formulas (Logic Gates)	SOLMAZ MOHAMMADI 21 ott 2022	SOLMAZ MOHAMMADI 21 ott 2022	0
DT for boolean formulas (ID3) + VC dimension	LORENZO D'ANTONI 23 ott 2022	LORENZO D'ANTONI 23 ott 2022	0
Digit classification CNN	MARTA GREGGIO 12 gen 2023	MARTA GREGGIO 12 gen 2023	0
Derivation of the sigmoid function: σ′(y) = σ(y)(1 − σ(y))	AVA LOUISE FINNEGAN 29 ott 2022	AVA LOUISE FINNEGAN 29 ott 2022	0
Derivation of backpropagation with more than one layer	MATTEO GIOELE COLLU 22 nov 2022	MATTEO GIOELE COLLU 22 nov 2022	0
Derivation of backpropagation for multiple hidden layers	FILIPPO FANTINATO 11 nov 2022	FILIPPO FANTINATO 11 nov 2022	0
Derivation of Backprop (multi layer)	SARA FEIZYAB 29 nov 2022	SARA FEIZYAB 29 nov 2022	0
Deep Convolutional Generative Adversarial Networks application on MNIST data	SOLMAZ MOHAMMADI 13 gen 2023	SOLMAZ MOHAMMADI 13 gen 2023	0
Deduction of the formula Bias, Variance and Square Error	JUAN BAEZA RUIZ-HENESTROSA 28 nov 2022	JUAN BAEZA RUIZ-HENESTROSA 28 nov 2022	0
Decison Tree for a Boolean Formula	MARCO ANDREA LIMONGELLI 24 ott 2022	MARCO ANDREA LIMONGELLI 24 ott 2022	0
Decision Trees and Random Forests for Housing Prices Prediction	SOLMAZ MOHAMMADI 17 dic 2022	SOLMAZ MOHAMMADI 17 dic 2022	0
Decision Tree on Car Evaluation dataset	MARCO ANDREA LIMONGELLI 22 nov 2022	MARCO ANDREA LIMONGELLI 22 nov 2022	0
Decision tree implementation [Doubt]	CELIA DIAZ FERNANDEZ 24 nov 2022	DAVIDE VEZZARO 20 dic 2022	1
Decision Tree exercise by Python	STEFANO SORGENTE 31 ott 2022	STEFANO SORGENTE 31 ott 2022	0
Decision Tree Example (sklearn)	JACOB ALEXANDER K GERNAY 24 ott 2022	JACOB ALEXANDER K GERNAY 24 ott 2022	0
Decision Tree & KNN	AMIR SADEGHI 24 ott 2022	AMIR SADEGHI 24 ott 2022	0
Decision tree	MARTA GREGGIO 4 gen 2023	MARTA GREGGIO 4 gen 2023	0
December lectures activities	DAVIDE ZANARINI 29 dic 2022	DAVIDE ZANARINI 29 dic 2022	0
December activities	DAMIANO MASON 29 dic 2022	DAMIANO MASON 29 dic 2022	0
DBSCAN: a density-based unsupervised clustering algorithm	LORENZO D'ANTONI 3 gen 2023	LORENZO D'ANTONI 3 gen 2023	0
Data Preprocessing (Titanic Dataset)	SHAKIBA FARJOOD FASHALAMI 30 dic 2022	SHAKIBA FARJOOD FASHALAMI 30 dic 2022	0
Customer segmentation model using k-means and hieralchical clustering	JUAN BAEZA RUIZ-HENESTROSA 8 gen 2023	JUAN BAEZA RUIZ-HENESTROSA 8 gen 2023	0
Creating DT for Implication (3 attributes)	MARVIN JOHANNES HEIDINGER 17 ott 2022	MARVIN JOHANNES HEIDINGER 17 ott 2022	0
Create a Decision Tree with ID3: exercise on paper	DANIELE TRENTIN 31 ott 2022	DANIELE TRENTIN 31 ott 2022	0
Complementary material for lecture 4	ANDREA FAVERO 17 ott 2022	ANDREA FAVERO 17 ott 2022	0
Comments on Hoeffding inequality	JUAN BAEZA RUIZ-HENESTROSA 11 gen 2023	JUAN BAEZA RUIZ-HENESTROSA 11 gen 2023	0
CNN on CIFAR10	MOHAMMAD HOSSEINIPOUR 29 nov 2022	MOHAMMAD HOSSEINIPOUR 29 nov 2022	0
CNN on CIFAR dataset	RICCARDO CAPPI 11 gen 2023	RICCARDO CAPPI 11 gen 2023	0
CNN on CIFAR dataset	FILIPPO FANTINATO 1 dic 2022	FILIPPO FANTINATO 1 dic 2022	0
CNN (LeNet model) on MNIST dataset	MARCO ANDREA LIMONGELLI 11 gen 2023	MARCO ANDREA LIMONGELLI 11 gen 2023	0
Clustering on local manifold of autoencoded embedding	LUCA ZANINOTTO 11 gen 2023	LUCA ZANINOTTO 11 gen 2023	0
Clustering and PCA	AMIR SADEGHI 28 dic 2022	AMIR SADEGHI 28 dic 2022	0
Clustering (K-means)	SHAKIBA FARJOOD FASHALAMI 30 dic 2022	SHAKIBA FARJOOD FASHALAMI 30 dic 2022	0
Clustering (DBSCAN- Mean Shift- GMM)	SHAKIBA FARJOOD FASHALAMI 30 dic 2022	SHAKIBA FARJOOD FASHALAMI 30 dic 2022	0
Clustering	MARIJA NENADIĆ 10 gen 2023	MARIJA NENADIĆ 10 gen 2023	0
Clustering	SARA FEIZYAB 31 dic 2022	SARA FEIZYAB 31 dic 2022	0
Classifiers comparison	SARA FEIZYAB 31 dic 2022	SARA FEIZYAB 31 dic 2022	0
Classification on Wine Dataset	MUHAMMAD TABISH 23 gen 2023	MUHAMMAD TABISH 23 gen 2023	0
Classification on Digit Dataset	MARCO ANDREA LIMONGELLI 10 gen 2023	MARCO ANDREA LIMONGELLI 10 gen 2023	0
Build a decision tree "by hand"	STEFANO SORGENTE 31 ott 2022	STEFANO SORGENTE 31 ott 2022	0
Boston houses price prediction using Ridge Regression	MARCO ANDREA LIMONGELLI 13 nov 2022	MARCO ANDREA LIMONGELLI 13 nov 2022	0
Boolean formulas with ID3	MATTEO GIOELE COLLU 18 ott 2022	MATTEO GIOELE COLLU 18 ott 2022	0
binary classification / multi-class classification / regression	DAICHI ANDO 28 ott 2022	DAICHI ANDO 28 ott 2022	0
Bias and Variance tradeoff	SEPASEH HAKIMINEJAD 19 dic 2022	SEPASEH HAKIMINEJAD 19 dic 2022	0
Bias and Variance evaluation in a controlled regression task	FILIPPO FANTINATO 30 nov 2022	FILIPPO FANTINATO 30 nov 2022	0
bias and variance	DAICHI ANDO 28 nov 2022	DAICHI ANDO 28 nov 2022	0
Bayesian with Coin Toss example and noisy observation with Gaussian	SYED RIAZ RAZA 19 dic 2022	SYED RIAZ RAZA 19 dic 2022	0
Bagging practice	DAICHI ANDO 18 dic 2022	DAICHI ANDO 18 dic 2022	0
Bagging Classifier on Iris dataset	MARCO ANDREA LIMONGELLI 15 dic 2022	MARCO ANDREA LIMONGELLI 15 dic 2022	0
Bagging Classifier	CELIA DIAZ FERNANDEZ 15 dic 2022	CELIA DIAZ FERNANDEZ 15 dic 2022	0
Backprop algorithm with a hidden layer	SARA FEIZYAB 25 nov 2022	SARA FEIZYAB 25 nov 2022	0
Autoencoders on the MNIST dataset	FILIPPO FANTINATO 30 nov 2022	FILIPPO FANTINATO 30 nov 2022	0

L14 - PCA

CRISTIANO PANIGHEL

29 nov 2022

CRISTIANO PANIGHEL

29 nov 2022

0

L14 - CNN

CRISTIANO PANIGHEL

13 gen 2023

CRISTIANO PANIGHEL

13 gen 2023

0

L14 - Autoencoder

CRISTIANO PANIGHEL

29 nov 2022

CRISTIANO PANIGHEL

29 nov 2022

0

L13 - Bias and Variance

CRISTIANO PANIGHEL

25 nov 2022

CRISTIANO PANIGHEL

25 nov 2022

0

L12 - Titanic Dataset

CRISTIANO PANIGHEL

17 nov 2022

CRISTIANO PANIGHEL

17 nov 2022

0

L09- Backpropagation

CRISTIANO PANIGHEL

14 nov 2022

CRISTIANO PANIGHEL

14 nov 2022

0

L09 - Implementation of the Network on slide 15

Salvatore Gatto

19 nov 2022

Salvatore Gatto

19 nov 2022

0

L08 - Derivative

CRISTIANO PANIGHEL

26 ott 2022

CRISTIANO PANIGHEL

26 ott 2022

0

L07 - Perceptron

CRISTIANO PANIGHEL

7 nov 2022

CRISTIANO PANIGHEL

7 nov 2022

0

L07 - Multi-layer Perceptron

CRISTIANO PANIGHEL

25 ott 2022

CRISTIANO PANIGHEL

25 ott 2022

0

L06 - Comparison Sklearn and ID3

CRISTIANO PANIGHEL

25 ott 2022

CRISTIANO PANIGHEL

25 ott 2022

0

L05 - DecisionTree

CRISTIANO PANIGHEL

25 ott 2022

CRISTIANO PANIGHEL

25 ott 2022

0

L04 - VCDimesion

CRISTIANO PANIGHEL

25 ott 2022

CRISTIANO PANIGHEL

25 ott 2022

0

L03 - Ridge regression

CRISTIANO PANIGHEL

31 ott 2022

CRISTIANO PANIGHEL

31 ott 2022

0

L03 - Hypothesis Space

CRISTIANO PANIGHEL

25 ott 2022

CRISTIANO PANIGHEL

25 ott 2022

0

k_nearest_neighbor

DAICHI ANDO

29 ott 2022

DAICHI ANDO

29 ott 2022

0

KNN on MovieLens dataset

FILIPPO FANTINATO

28 dic 2022

FILIPPO FANTINATO

28 dic 2022

0

Kmeans on Banknote Dataset

MOHAMMAD HOSSEINIPOUR

30 dic 2022

MOHAMMAD HOSSEINIPOUR

30 dic 2022

0

Kmeans Clustring on Mopsi Datset from Les18

SYED RIAZ RAZA

11 gen 2023

SYED RIAZ RAZA

11 gen 2023

0

Kernels and SVM

MOONES MOBARAKI

27 nov 2022

MOONES MOBARAKI

27 nov 2022

0

Kernel k-means

MARTA GREGGIO

4 gen 2023

MARTA GREGGIO

4 gen 2023

0

K-NN Rating Recommendation User Based

NICOLÒ PREDENZ

28 dic 2022

NICOLÒ PREDENZ

28 dic 2022

0

k-means with kernels

LORENZO D'ANTONI

16 dic 2022

LORENZO D'ANTONI

16 dic 2022

0

K-means on worms dataset

FILIPPO FANTINATO

28 dic 2022

FILIPPO FANTINATO

28 dic 2022

0

Implementing Naive Bayes

SARA FEIZYAB

26 dic 2022

SARA FEIZYAB

26 dic 2022

0

Implementing a CNN on MNIST digit classification **

SYED RIAZ RAZA

15 gen 2023

SYED RIAZ RAZA

15 gen 2023

0

Implementation of the Perceptron Algorithm

AVA LOUISE FINNEGAN

29 ott 2022

AVA LOUISE FINNEGAN

29 ott 2022

0

Implementation of SVM on Breast Cancer dataset

SYED RIAZ RAZA

14 gen 2023

SYED RIAZ RAZA

14 gen 2023

0

Implementation of Perceptron for NOT Logic function

MOONES MOBARAKI

24 ott 2022

MOONES MOBARAKI

24 ott 2022

0

Implementation of NN and lecture 9 autoencoder

MATTEO GIOELE COLLU

22 nov 2022

MATTEO GIOELE COLLU

22 nov 2022

0

Implementation of function XOR using Peceptron-based networks

JUAN BAEZA RUIZ-HENESTROSA

24 ott 2022

JUAN BAEZA RUIZ-HENESTROSA

24 ott 2022

0

Implementation of Decision Tree using scikit

SYED RIAZ RAZA

11 gen 2023

SYED RIAZ RAZA

11 gen 2023

0

Hypothesis spaces

FILIPPO FANTINATO

24 ott 2022

FILIPPO FANTINATO

24 ott 2022

0

Hyperbolic Tangent

MUTAHIR YASEEN

17 gen 2023

MUTAHIR YASEEN

17 gen 2023

0

Hierarchical Clustering on IRIS Dataset

MOHAMMAD HOSSEINIPOUR

30 dic 2022

MOHAMMAD HOSSEINIPOUR

30 dic 2022

0

Gradient boosting

MUTAHIR YASEEN

17 gen 2023

MUTAHIR YASEEN

17 gen 2023

0

Feature Selection Methods

SHAKIBA FARJOOD FASHALAMI

30 dic 2022

SHAKIBA FARJOOD FASHALAMI

30 dic 2022

0

Feature reduction PCA on IRIS - lez 14 es 1

MARTA GREGGIO

28 dic 2022

MARTA GREGGIO

28 dic 2022

0

Exercise lecture 12 - Encoding range-type variables

JUAN BAEZA RUIZ-HENESTROSA

21 nov 2022

JUAN BAEZA RUIZ-HENESTROSA

21 nov 2022

0

Exercise 2 - Lec3 "Polynomial regression using the Ridge Regression method"

SYED FAHAD HASSAN

31 dic 2022

SYED FAHAD HASSAN

31 dic 2022

0

Exercise - Lec4 "VC-Dimension of other hypothesis spaces"

SYED FAHAD HASSAN

31 dic 2022

SYED FAHAD HASSAN

31 dic 2022

0

Ensemble Learning

CECILIA FIGUERAS TELLEZ

12 gen 2023

CECILIA FIGUERAS TELLEZ

12 gen 2023

0

Ensemble classifiers

FILIPPO FANTINATO

28 dic 2022

FILIPPO FANTINATO

28 dic 2022

0

Ensemble

DAICHI ANDO

17 dic 2022

DAICHI ANDO

17 dic 2022

0

effect of using PCA improperly

MOHAMMAD HOSSEINIPOUR

30 dic 2022

MOHAMMAD HOSSEINIPOUR

30 dic 2022

0

Effect of preprocessing data in classification accuracy

JUAN BAEZA RUIZ-HENESTROSA

27 nov 2022

JUAN BAEZA RUIZ-HENESTROSA

27 nov 2022

0

DTs

SHAKIBA FARJOOD FASHALAMI

4 gen 2023

SHAKIBA FARJOOD FASHALAMI

4 gen 2023

0

DT ID3 for AND, OR, XOR

FILIPPO FANTINATO

24 ott 2022

FILIPPO FANTINATO

24 ott 2022

0

DT for Boolean Formulas (Logic Gates)

SOLMAZ MOHAMMADI

21 ott 2022

SOLMAZ MOHAMMADI

21 ott 2022

0

DT for boolean formulas (ID3) + VC dimension

LORENZO D'ANTONI

23 ott 2022

LORENZO D'ANTONI

23 ott 2022

0

Digit classification CNN

MARTA GREGGIO

12 gen 2023

MARTA GREGGIO

12 gen 2023

0

Derivation of the sigmoid function: σ′(y) = σ(y)(1 − σ(y))

AVA LOUISE FINNEGAN

29 ott 2022

AVA LOUISE FINNEGAN

29 ott 2022

0

Derivation of backpropagation with more than one layer

MATTEO GIOELE COLLU

22 nov 2022

MATTEO GIOELE COLLU

22 nov 2022

0

Derivation of backpropagation for multiple hidden layers

FILIPPO FANTINATO

11 nov 2022

FILIPPO FANTINATO

11 nov 2022

0

Derivation of Backprop (multi layer)

SARA FEIZYAB

29 nov 2022

SARA FEIZYAB

29 nov 2022

0

Deep Convolutional Generative Adversarial Networks application on MNIST data

SOLMAZ MOHAMMADI

13 gen 2023

SOLMAZ MOHAMMADI

13 gen 2023

0

Deduction of the formula Bias, Variance and Square Error

JUAN BAEZA RUIZ-HENESTROSA

28 nov 2022

JUAN BAEZA RUIZ-HENESTROSA

28 nov 2022

0

Decison Tree for a Boolean Formula

MARCO ANDREA LIMONGELLI

24 ott 2022

MARCO ANDREA LIMONGELLI

24 ott 2022

0

Decision Trees and Random Forests for Housing Prices Prediction

SOLMAZ MOHAMMADI

17 dic 2022

SOLMAZ MOHAMMADI

17 dic 2022

0

Decision Tree on Car Evaluation dataset

MARCO ANDREA LIMONGELLI

22 nov 2022

MARCO ANDREA LIMONGELLI

22 nov 2022

0

Decision tree implementation [Doubt]

CELIA DIAZ FERNANDEZ

24 nov 2022

DAVIDE VEZZARO

20 dic 2022

1

Decision Tree exercise by Python

STEFANO SORGENTE

31 ott 2022

STEFANO SORGENTE

31 ott 2022

0

Decision Tree Example (sklearn)

JACOB ALEXANDER K GERNAY

24 ott 2022

JACOB ALEXANDER K GERNAY

24 ott 2022

0

Decision Tree & KNN

AMIR SADEGHI

24 ott 2022

AMIR SADEGHI

24 ott 2022

0

Decision tree

MARTA GREGGIO

4 gen 2023

MARTA GREGGIO

4 gen 2023

0

December lectures activities

DAVIDE ZANARINI

29 dic 2022

DAVIDE ZANARINI

29 dic 2022

0

December activities

DAMIANO MASON

29 dic 2022

DAMIANO MASON

29 dic 2022

0

DBSCAN: a density-based unsupervised clustering algorithm

LORENZO D'ANTONI

3 gen 2023

LORENZO D'ANTONI

3 gen 2023

0

Data Preprocessing (Titanic Dataset)

SHAKIBA FARJOOD FASHALAMI

30 dic 2022

SHAKIBA FARJOOD FASHALAMI

30 dic 2022

0

Customer segmentation model using k-means and hieralchical clustering

JUAN BAEZA RUIZ-HENESTROSA

8 gen 2023

JUAN BAEZA RUIZ-HENESTROSA

8 gen 2023

0

Creating DT for Implication (3 attributes)

MARVIN JOHANNES HEIDINGER

17 ott 2022

MARVIN JOHANNES HEIDINGER

17 ott 2022

0

Create a Decision Tree with ID3: exercise on paper

DANIELE TRENTIN

31 ott 2022

DANIELE TRENTIN

31 ott 2022

0

Complementary material for lecture 4

ANDREA FAVERO

17 ott 2022

ANDREA FAVERO

17 ott 2022

0

Comments on Hoeffding inequality

JUAN BAEZA RUIZ-HENESTROSA

11 gen 2023

JUAN BAEZA RUIZ-HENESTROSA

11 gen 2023

0

CNN on CIFAR10

MOHAMMAD HOSSEINIPOUR

29 nov 2022

MOHAMMAD HOSSEINIPOUR

29 nov 2022

0

CNN on CIFAR dataset

RICCARDO CAPPI

11 gen 2023

RICCARDO CAPPI

11 gen 2023

0

CNN on CIFAR dataset

FILIPPO FANTINATO

1 dic 2022

FILIPPO FANTINATO

1 dic 2022

0

CNN (LeNet model) on MNIST dataset

MARCO ANDREA LIMONGELLI

11 gen 2023

MARCO ANDREA LIMONGELLI

11 gen 2023

0

Clustering on local manifold of autoencoded embedding

LUCA ZANINOTTO

11 gen 2023

LUCA ZANINOTTO

11 gen 2023

0

Clustering and PCA

AMIR SADEGHI

28 dic 2022

AMIR SADEGHI

28 dic 2022

0

Clustering (K-means)

SHAKIBA FARJOOD FASHALAMI

30 dic 2022

SHAKIBA FARJOOD FASHALAMI

30 dic 2022

0

Clustering (DBSCAN- Mean Shift- GMM)

SHAKIBA FARJOOD FASHALAMI

30 dic 2022

SHAKIBA FARJOOD FASHALAMI

30 dic 2022

0

Clustering

MARIJA NENADIĆ

10 gen 2023

MARIJA NENADIĆ

10 gen 2023

0

Clustering

SARA FEIZYAB

31 dic 2022

SARA FEIZYAB

31 dic 2022

0

Classifiers comparison

SARA FEIZYAB

31 dic 2022

SARA FEIZYAB

31 dic 2022

0

Classification on Wine Dataset

MUHAMMAD TABISH

23 gen 2023

MUHAMMAD TABISH

23 gen 2023

0

Classification on Digit Dataset

MARCO ANDREA LIMONGELLI

10 gen 2023

MARCO ANDREA LIMONGELLI

10 gen 2023

0

Build a decision tree "by hand"

STEFANO SORGENTE

31 ott 2022

STEFANO SORGENTE

31 ott 2022

0

Boston houses price prediction using Ridge Regression

MARCO ANDREA LIMONGELLI

13 nov 2022

MARCO ANDREA LIMONGELLI

13 nov 2022

0

Boolean formulas with ID3

MATTEO GIOELE COLLU

18 ott 2022

MATTEO GIOELE COLLU

18 ott 2022

0

binary classification / multi-class classification / regression

DAICHI ANDO

28 ott 2022

DAICHI ANDO

28 ott 2022

0

Bias and Variance tradeoff

SEPASEH HAKIMINEJAD

19 dic 2022

SEPASEH HAKIMINEJAD

19 dic 2022

0

Bias and Variance evaluation in a controlled regression task

FILIPPO FANTINATO

30 nov 2022

FILIPPO FANTINATO

30 nov 2022

0

bias and variance

DAICHI ANDO

28 nov 2022

DAICHI ANDO

28 nov 2022

0

Bayesian with Coin Toss example and noisy observation with Gaussian

SYED RIAZ RAZA

19 dic 2022

SYED RIAZ RAZA

19 dic 2022

0

Bagging practice

DAICHI ANDO

18 dic 2022

DAICHI ANDO

18 dic 2022

0

Bagging Classifier on Iris dataset

MARCO ANDREA LIMONGELLI

15 dic 2022

MARCO ANDREA LIMONGELLI

15 dic 2022

0

Bagging Classifier

CELIA DIAZ FERNANDEZ

15 dic 2022

CELIA DIAZ FERNANDEZ

15 dic 2022

0

Backprop algorithm with a hidden layer

SARA FEIZYAB

25 nov 2022

SARA FEIZYAB

25 nov 2022

0

Autoencoders on the MNIST dataset

FILIPPO FANTINATO

30 nov 2022

FILIPPO FANTINATO

30 nov 2022

0