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Week12-31250-2026-Autumn

this workflow is related to preprocessing task, where we performed...

WEEK 1

WEEK 2

WEEK 3

WEEK 4

WEEK 5

WEEK 6

WEEK7

Training result

Testing result

WEEK 8

WEEK 9

Validation result

Training result

Overall structure of assignment 3

WEEK10

incorrect way to use SMOTE

Correct way to use SMOTE

WEEK11

Training Result

Validation Result

WEEK12

Validation Result

Training Result

unknown
Excel Reader
Wine
Excel Reader
MultiLayerPerceptron Predictor
Scorer
RProp MLP Learner
ROC Curve
Normalizer
Table Partitioner
Category to Number
Column Filter
Normalizer
ROC Curve
Scorer
Normalizer
MultiLayerPerceptron Predictor
MultiLayerPerceptron Predictor
Category to Number
CSV Writer
Column Filter
Wine
Excel Reader
SVM Predictor
K Nearest Neighbor
unknown
Excel Reader
Hypertangent
SVM Learner
Category to Number
ROC Curve
Table Partitioner
ROC Curve
K Nearest Neighbor
Scorer
Scorer
RBF
SVM Learner
K Nearest Neighbor
SVM Predictor
Scorer
SVM Predictor
Column Filter
Scorer
Category to Number
ROC Curve
Column Renamer
Parameter Optimization Loop End
RBF
SVM Learner
CSV Writer
Scorer
Parameter Optimization Loop Start
ROC Curve
SVM Predictor
Iris
CSV Reader
RBF
SVM Learner
Normalizer
Table Partitioner
SVM Predictor
Table Partitioner
RBF
SVM Learner
K Nearest Neighbor
Scorer
Scorer
Table Partitioner
balanced
CSV Reader
ROC Curve
Scorer
SVM Predictor
unbalanced
CSV Reader
Scorer
Number to String
RBF
SVM Learner
K Nearest Neighbor
ROC Curve
Table Partitioner
K Nearest Neighbor
SVM Predictor
Number to String
Table Partitioner
Scorer
Decision Tree Predictor
ROC Curve
Scorer
RBF
SVM Learner
Decision Tree Learner
balanced
CSV Reader
Decision Tree Learner
Table Partitioner
Scorer
Number to String
Decision Tree Predictor
Normalizer
ROC Curve
RBF
SVM Learner
ROC Curve
Scorer
ROC Curve
Table Partitioner
Scatter Plot
CSV Reader
SVM Predictor
ROC Curve
ROC Curve
Scatter Plot
Random Forest Learner
Column Filter
Shape Manager
Table Partitioner
Rank Correlation
Scatter Plot
ROC Curve
Normalizer
Shape Manager
Random Forest Predictor
Table Partitioner
Shape Manager
Rank Correlation
ROC Curve
Scatter Plot (JavaScript) (legacy)
Scorer
Scorer
Scatter Plot
Random Forest Predictor
average
Hierarchical Clustering
Table Partitioner
SVM Predictor
Color Manager
Random Forest Learner
SVM Predictor
RBF
SVM Learner
Scatter Plot
ROC Curve
RBF
SVM Learner
Color Manager
Scorer
Scorer
Scatter Plot (legacy)
Table Partitioner
Table Partitioner
complete
Hierarchical Clustering
Column Filter
ROC Curve
Color Manager
Model Writer
k-Means (deprecated)
CSV Reader
Iris
CSV Reader
k-Medoids
Scorer
Scorer
Scatter Plot
Model Reader
Scatter Plot
Distance Matrix Calculate
ROC Curve
sepal length <6
Rule-based Row Filter
AND
Rule-based Row Filter
SVM Predictor
OR
Rule-based Row Filter
Color Manager
Tree Ensemble Predictor
Iris
CSV Reader
Tree Ensemble Learner
ROC Curve
Excel Reader
Silhouette Coefficient
Gradient Boosted Trees Predictor
Table Partitioner
Duplicate Row Filter
Silhouette Coefficient
Gradient Boosted Trees Learner
CSV Reader
=
Rule-based Row Filter
Silhouette Coefficient
Scorer
MultiLayerPerceptron Predictor
Rule Engine
Silhouette Coefficient
ROC Curve
RProp MLP Learner
Statistics
iris-outlier
CSV Reader
Number to String
ROC Curve
Value Counter
Silhouette Coefficient
CSV Reader
Scorer
Duplicate Row Filter
k-Means (deprecated)
K Nearest Neighbor
CSV Reader
Box Plot
Table Partitioner
Normalizer
Scatter Plot
Number to String
Scorer
Scorer
Statistics
RProp MLP Learner
Numeric Outliers
Parameter Optimization Loop End
ROC Curve
Column Auto Type Cast
Color Manager
Parameter Optimization Loop Start
MultiLayerPerceptron Predictor
String to Date&Time (deprecated)
Column Auto Type Cast
Gradient Boosted Trees Predictor
RProp MLP Learner
Scatter Plot
CSV Reader
Gradient Boosted Trees Learner
ROC Curve
Scatter Plot
Row Filter
Parameter Optimization Loop Start
Scorer
Missing Value
Scorer
MultiLayerPerceptron Predictor
Column Auto Type Cast
with missing values
Statistics
Table Partitioner
Parameter Optimization Loop End
Missing Value
Parameter Optimization Loop End
Parameter Optimization Loop Start
String to Date&Time (deprecated)
Excel Writer
CSV Reader
without missing values
Statistics
CSV Reader
Weka Predictor (3.7)
Excel Writer
Random Forest Learner
CSV Reader
Random Forest Predictor
MultilayerPerceptron (3.7)
k-Means (deprecated)
ROC Curve
Normalizer
CSV Reader
Scorer
Table Partitioner
Color Manager
Random Forest Predictor
CSV Reader
Missing Value
ROC Curve
Weka Predictor (3.7)
CSV Reader
Number to String
Normalizer
Scatter Plot
Scorer
Table Partitioner
Decision Tree Predictor
Random Forest Predictor
Decision Tree Learner
CSV Reader
Scorer
Scorer
Column Filter
ROC Curve
CSV Reader
Decision Tree Predictor
unbalanced
CSV Reader
Normalizer
iris-modified
Excel Writer
Scorer
CSV Writer
Table Partitioner
CSV Reader
Number to String
MultiLayerPerceptron Predictor
gini index
Decision Tree Learner
Value Counter
RProp MLP Learner
sepal length
Column Filter
Decision Tree Predictor
Random Forest Learner
Number to String
sepal.width and petal.length
Column Renamer
Table Partitioner
Random Forest Predictor
Scorer
column filter, column rename, row filter
preprocessing
Table Partitioner
Scorer
Parameter Optimization Loop End
iris data
Excel Reader
Scorer
Table Partitioner
Parameter Optimization Loop Start
Excel Reader
gain ratio
Decision Tree Learner
sepal length > 6
Rule-based Row Filter
CSV Reader
SMOTE
Setosa
Row Filter
iris-modified
Excel Writer
Column Filter
ED
Auto-Binner (deprecated)
gain ratio
Decision Tree Learner
Table Partitioner
Random Forest Predictor
min-max
Normalizer
Table Partitioner
Scorer
z-score
Normalizer
CSV Reader
Random Forest Learner
Column Filter
Decision Tree Predictor
Random Forest Predictor
Excel Writer
Scorer
Value Counter
CSV Writer
Color Appender
Table Partitioner
Statistics
Color Manager
Random Forest Learner
Numeric Binner
unbalanced
CSV Reader
SMOTE
One to Many
balanced
CSV Reader
Scorer
Value Counter
Column Filter
Value Counter
CSV Writer
Statistics
Value Counter
CSV Writer
Value Counter
Value Counter
Excel Writer
Table Partitioner
Table Partitioner
Excel Writer
Statistics
Iris
CSV Reader
Column Filter
Decision Tree Learner
SVM Predictor
Excel Writer
Table Partitioner
polynomial
SVM Learner
Column Filter
Decision Tree Learner
ROC Curve
Decision Tree Predictor
Scorer
Column Filter
Scorer
Excel Writer
Decision Tree Predictor
Scorer
Scorer
Number to String
Number to String
Table Partitioner
Date&Time Difference (deprecated)
Number to String
Scatter Plot (JavaScript) (legacy)
Number to String
Date&Time Difference (deprecated)
String to Date&Time (deprecated)
Scatter Plot
Scorer
NEWIRIS
CSV Reader
Missing Value Column Filter
unbalanced
CSV Reader
Missing Value
balanced
CSV Reader
Scorer
missing
CSV Reader
Column Auto Type Cast
Statistics
Statistics
EW
Auto-Binner (deprecated)
K Nearest Neighbor
Histogram
Table Partitioner
Column Auto Type Cast
Abalone
Excel Reader
Excel Writer
Pie Chart
Missing Value
CSV Reader
Column Auto Type Cast
Bar Chart
Histogram
Pie Chart
Interactive Pie chart (legacy)
Box Plot
Scatter Plot
Parallel Coordinates Plot
Rank Correlation
Missing Value
Scatter Plot Matrix
Linear Correlation
single
Hierarchical Clustering
Scatter Plot
Sunburst Chart
CSV Reader
Color Manager
iris data
Excel Reader
sepal length
Column Filter
sepal.width and petal.length
Column Renamer
Setosa
Row Filter
iris-modified
Excel Writer
iris data
Excel Reader

Nodes

Extensions

Links