machine_learning_manager

this python script evaluates different ML-algorithms on given data (CSV)

data visualization using histogramm, scatter matrix, table

each of the 8 algorithms runs in separate processes/threads

result as diagram for classification or regression

(using tkinter for window GUI)

csv requirements

• UTF8
• comma delimiter
• dot for decimal seperator

algorithms

• LR, LogisticRegression
• LDA, LinearDiscriminantAnalysis
• KNN, KNeighborsClassifier
• GBC, GradientBoostingClassifier
• DT, DecisionTreeClassifier
• RF, RandomForestClassifier
• NB, GaussianNB
• SVM, SVC (SupportVectorClassifier)