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house price

Use to fix missing value
Missing Value
Histogram
Bar Chart
Cool time & # breaks & Transite time
Box Plot
Decision Tree Predictor
Scorer
Scorer
In the assingment:- use multiple trees which have different 'quality measure '-> to compare
Decision Tree Learner
Set missing values:(1) string to 'unknown'(2) number of most frequent value(3) type date&time remove rows that having missing value
Missing Value
change the feature selection:- change the column with correlation other way around
Logistic Regression Learner
train: 70%
Table Partitioner
Logistic Regression Predictor
Excel Reader
In the assingment:- use multiple trees which have different 'quality measure '-> to compare
Decision Tree Learner
Decision Tree Predictor
Use solver type 1
Logistic Regression Learner
Logistic Regression Predictor
adding new (external) data to current data
Joiner
assess
Scorer
In the assingment:- use multiple trees which have different 'quality measure '-> to compare
Decision Tree Learner
Use solver type 2
Logistic Regression Learner
Excel Reader
Logistic Regression Predictor
Excel Reader
Random Forest Predictor
Linear Correlation
Mean & Stdev
Box Plot
Decision Tree Predictor
assess
Scorer
Excel Reader
Random Forest Learner
Can be used to check wrong typo
Statistics View
Scorer
Column Filter
Tot time break
Box Plot
Joiner
compare all the models
Numeric Scorer
assess the model
Scorer
Scatter Plot
Scorer
assess
Scorer
remove outlier
Numeric Outliers
Delete column
Column Filter
Use solver type 2
Logistic Regression Learner
Remove duplicate
Duplicate Row Filter
Logistic Regression Predictor

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Extensions

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