Train the Model
Pick a Target Column:
Batch Number
Avg Dryer Cycle Time (min)
Avg Dryer Speed
Avg Dryer Temperature
Avg Crushing speed
Avg Crushing time (min)
Avg Reactor Temperature
Avg Reaction Time (min)
Material A
Material B
Solvent Amt
Catalyzer Type
Avg Crystallizer Cooling Rate
Avg Crystallizer Stirring Speed
Outcome
Columns to Exclude:
Batch Number
Avg Dryer Cycle Time (min)
Avg Dryer Speed
Avg Dryer Temperature
Avg Crushing speed
Avg Crushing time (min)
Avg Reactor Temperature
Avg Reaction Time (min)
Material A
Material B
Solvent Amt
Catalyzer Type
Avg Crystallizer Cooling Rate
Avg Crystallizer Stirring Speed
Outcome
Categorical Columns:
Batch Number
Avg Dryer Cycle Time (min)
Avg Dryer Speed
Avg Dryer Temperature
Avg Crushing speed
Avg Crushing time (min)
Avg Reactor Temperature
Avg Reaction Time (min)
Material A
Material B
Solvent Amt
Catalyzer Type
Avg Crystallizer Cooling Rate
Avg Crystallizer Stirring Speed
Outcome
Numerical Columns:
Batch Number
Avg Dryer Cycle Time (min)
Avg Dryer Speed
Avg Dryer Temperature
Avg Crushing speed
Avg Crushing time (min)
Avg Reactor Temperature
Avg Reaction Time (min)
Material A
Material B
Solvent Amt
Catalyzer Type
Avg Crystallizer Cooling Rate
Avg Crystallizer Stirring Speed
Outcome
Transform:
Choose a Metric:
Accuracy
Balanced Accuracy
ROC AUC
F1 Score
Pick a Model:
LogisticRegression
BernoulliNB
Perceptron
PassiveAggressiveClassifier
SVC
NuSVC
LinearSVC
KNeighborsClassifier
GaussianNB
DecisionTreeClassifier
RandomForestClassifier
MLPClassifier
LinearRegression
PassiveAggressiveRegressor
SVR
NuSVR
LinearSVR
KNeighborsRegressor
DecisionTreeRegressor
RandomForestRegressor
MLPRegressor
Train
Results
Your model scored
40%
Happy with the result?
Download the model.
Or get predictions:
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