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Data-Mining-Veri-Madenciligi
CONTENTS: Classification In Artificial Border Networks, Support Vector Machines-Time-Series-Analysis-Zaman-Serileri-Analizi
CONTENTS: PORTMANTEAU TESTS, Box-Pierce Test, Box-Ljung Test, KOLMOGOROV-SMIRNOW TEST, Q-Q PLOT, BREUSCH-PAGAN TESTData-Mining-2-Veri-Madenciligi
CONTENTS : DECISION TREES (KARAR AGACLARI), PRUNING (BUDAMA), BAGGING, RANDOM FOREST, BOOSTING, BEST MODEL, REGRESSION TREE, BAGGING, RANDOM FOREST, BOOSTING, BEST MODEL, LOGISTIC REGRESSION, BEST MODEL, K-MEANS CLUSTERING, HIERARCHICAL CLUSTERINGTime-Series-Analysis-2-Zaman-Serileri-Analizi
CONTENTS : Linear Regression, Linear Spline And Cubic Spline Regression, AICc, Assumptions About Errors, Moving Average, STL Segregation, Strength of Trend And Seasonality Components, Forecast, Accuarcy-Time-Series-Analysis-Example
CONTENTS: Autocorrelation (ACF), Mean, Naive, Naive method with box-cox transform, Time Series Graph, MAPE, RMSE, Portmanteau testsTime-Series-Analysis-SES-HOLT-HOLT-DAMPED-ETS-ARIMA
CONTENTS : Ustel Duzlestirme (Exponential Smoothing) SES, Agirliklandirilmis Ortalama Formu (Weighted average form), Bilesen formu (Component Form), Flat forecasts, Optimizasyon, Trend Metodlari, Holt, Damped Holt, Holt-Winters’in mevsimsel yontemi, Holt-Winters’in toplamsal yontemi, Holt-Winters’in carpimsal yontemi, Ustel Duzlestirme icin Innovations state space modelleri, Forecasting with ETS models, ETS, ARIMA, ACF ve PACF Grafikleri, nsdiffs, ndiffsForward-Regression-Analysis-Ileri-Regresyon-Analizi
CONTENTS: Assumptıons About Error Detectıon Of Objectıve Observatıons (Fındıng Uncondıtıonal Observatıons) Assumptıons About ErrorHierarchical-Cluster-Analysis
CONTENTS: Hierarchical Cluster Analysis , Aglomeratif and Divisive , MethodsStatistical-Software-Decision-Tree-Clustering
CONTENTS: Decision Tree, CART model building, Bagging, Random Forest, Boosting, XGBOOST, Logistic Regression Model, ClusteringForward-Regression-Analysis-Ileri-Regresyon-Analizi-2
CONTENTS: Assumptıons About Error, Weighted Least Square Method, Rıdge, Lasso, ElasticNet, Cross Validation, Detectıon Of Objectıve Observatıons (Fındıng Uncondıtıonal Observatıons), Assumptıons About Error, Robust RegressionLove Open Source and this site? Check out how you can help us