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FP-Predict logo

Findability Platform Predict Plus

By Findability Sciences

Certified enterprise ready

FP-Predict +™, an Automated, self learning, and Multi Modeling AI that handles Discrete Target variable, Continuous Target variable and Time series data with no need for coding

*Requires OpenShift to install

Software version

Apr 2020

Type

Operator

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FP-Predict +™, an Automated, self learning, and Multi Modeling AI that handles Discrete Target variable, Continuous Target variable and Time series data and provides predictions and forecasts with unmatched accuracy. It is powered by Findability Platform®. Fully automated multi-step modeling and prediction process without any human intervention with no coding required. Generates multiple models from the training data set and uses best model for each record in the prediction data set.

Discrete Target Variable Data - Binary

FP Predict+ identifies if the target variable data is binary and models the data for binary classification. You can choose one of the three modes of modeling: 1. Model for Least Frequent Target variable Value (LF) 2. Model for Most Frequent Target variable Value (MF) 3. Model for Both Values of Target Variable (BV) In case of LF and MF modes, you get decile wise performance analytics and in case of BV mode, you get confusion matrix with precision, recall and AUC-RoC values for model evaluation

Discrete Target Variable Data - Multiclass

FP Predict+ identifies if the target variable data is discrete with multiple values and models the data for multi-class classification. You can model for data with high number of classes easily. You get confusion matrix with precision, recall and AUC-RoC values for model evaluation

Continuous Target Variable - Estimation

FP Predict+ identifies if the target variable data is continuous and models the data for multi-model estimation. It provides you multiple models from the data and selects best model for each record from Prediction file. It provides you ME, RMSE, MAE, MPE, MAPE and MASE for model evaluation

Time Series Forecast

FP Predict+ can handle time series data and perform modeling and forecast. Your data can be at a time interval of daily, weekly, monthly or yearly. You can provide data with multiple group-ids and FP Predict+ handles each group independently. It provides you ME, RMSE, MAE, MPE, MAPE and MASE for model evaluation

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