
Findability Platform Predict Plus


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
Software version
Apr 2020
Runs on
OpenShift 4.4
Delivery method
Operator
FP-Predict+™ provides a fully automated multi-step modeling and prediction process without any human intervention with no coding required.It generates multiple models from the training data set and uses best model for each record in the prediction data set. It provides predictions and forecasts with unmatched accuracy and is powered by Findability Platform®. FP-Predict+™ is a vertical agnostic platform and can cater to numerous use cases.
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
Pricing summary
Plans starting at
Unlimited rows in training data depending on the size of the and up to 100 K rows in prediction data
Up to 500 variables, features and columns
Run multiple use cases with no coding
Additional resources
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DOCUMENTATION
FP-Predict+ - API Document
This document explains in detail how FP-Predict+ APIs can be used to integrate it with your data system.
DOCUMENTATION
FP-Predict+ User Manual
This is a comprehensive document which guides the user in a step by step manner, with the help of screenshots how to use FP-Predict+ for modeling, prediction, forecast and analyse and interpret the results
COMPANY INFORMATION
Findability Sciences
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