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DMA Project 1 (2)

Statistics View
Normalizer
k-Means
Hierarchical Clustering
Normalizer
Distance Matrix Calculate
CSV Reader
Missing Value
Silhouette Coefficient
Hierarchical Cluster View
Vehicle class count per cluster
GroupBy
Mean and median statistics
GroupBy
CSV Reader
Numeric Scorer
Statistics View
Statistics
Missing Value
80 % training20 % testing
Table Partitioner
Statistics
Numeric Scorer
CSV Reader
Statistics View
Statistics
Statistics
Column Filter
Histogram
Number Rounder
Vehicle class count per cluster
GroupBy
Silhouette Coefficient
Mean & Median analysis
GroupBy
Column Filter
CSV Reader
70 % training30 % testing
Table Partitioner
Missing Value
Scatter Plot
Linear Correlation
Column Filter
Linear Regression Learner
Missing Value (Apply)
Polynomial Regression Learner
Cluster using DBSCAN
DBSCAN
Linear Correlation
Color Manager
Regression Predictor
Column Filter
70 % training30 % testing
Table Partitioner
Missing Value
Z-score normalization
Normalizer
Vehicles per cluster
GroupBy
Hierarchical Cluster Assigner (local)
Euclidian distance
Numeric Distances
Silhouette coefficient analysis
GroupBy
Pie Chart
Color Manager
Column Filter
Scatter Plot
Column Filter
Missing Value (Apply)
Mean and medianstatistics
GroupBy
Random Forest Learner (Regression)
Average silhouette coefficient per cluster
GroupBy
Statistics View
CSV Reader
Statistics
Missing Value
CSV Reader
Statistics View
Pie Chart
Scatter Plot
Decision Tree Learner
Decision Tree Predictor
Scorer
Number Rounder
CSV Reader
Column Filter
Rule Engine
Histogram
Column Filter
70%Training30%Testing
Table Partitioner
Statistics
k=3
K Nearest Neighbor
Scorer
Normalizer
Hierarchical Clustering (DistMatrix)
Scorer
k=5
K Nearest Neighbor
k=9
K Nearest Neighbor
Column Filter
Scatter Plot
Scorer
Color Manager
Vehicle class count per cluster
GroupBy
Number to String
Silhouette Coefficient
Numeric Scorer
Missing Value (Apply)
Simple Regression Tree Learner
Simple Regression Tree Predictor
CSV Reader
Statistics View
Column Filter
70 % training30 % testing
Table Partitioner
CSV Reader
Linear Correlation
Regression Predictor
Column Filter
Random Forest Predictor (Regression)
Linear Correlation
Missing Value
Numeric Scorer
CSV Reader
Missing Value
CSV Reader
Statistics View
Decision Tree Learner
Decision Tree to Ruleset
Rule Engine
Missing Value (Apply)
Column Filter
Column Filter
70%Training30%Testing
Table Partitioner
CSV Reader
Rule Engine

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Extensions

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