| .. Licensed to the Apache Software Foundation (ASF) under one |
| or more contributor license agreements. See the NOTICE file |
| distributed with this work for additional information |
| regarding copyright ownership. The ASF licenses this file |
| to you under the Apache License, Version 2.0 (the |
| "License"); you may not use this file except in compliance |
| with the License. You may obtain a copy of the License at |
| |
| .. http://www.apache.org/licenses/LICENSE-2.0 |
| |
| .. Unless required by applicable law or agreed to in writing, |
| software distributed under the License is distributed on an |
| "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY |
| KIND, either express or implied. See the License for the |
| specific language governing permissions and limitations |
| under the License. |
| |
| |
| FMRegressionModel |
| ======================================= |
| |
| .. currentmodule:: pyspark.ml.regression |
| |
| .. autoclass:: FMRegressionModel |
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| .. rubric:: Methods |
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| .. autosummary:: |
| |
| ~FMRegressionModel.clear |
| ~FMRegressionModel.copy |
| ~FMRegressionModel.explainParam |
| ~FMRegressionModel.explainParams |
| ~FMRegressionModel.extractParamMap |
| ~FMRegressionModel.getFactorSize |
| ~FMRegressionModel.getFeaturesCol |
| ~FMRegressionModel.getFitIntercept |
| ~FMRegressionModel.getFitLinear |
| ~FMRegressionModel.getInitStd |
| ~FMRegressionModel.getLabelCol |
| ~FMRegressionModel.getMaxIter |
| ~FMRegressionModel.getMiniBatchFraction |
| ~FMRegressionModel.getOrDefault |
| ~FMRegressionModel.getParam |
| ~FMRegressionModel.getPredictionCol |
| ~FMRegressionModel.getRegParam |
| ~FMRegressionModel.getSeed |
| ~FMRegressionModel.getSolver |
| ~FMRegressionModel.getStepSize |
| ~FMRegressionModel.getTol |
| ~FMRegressionModel.getWeightCol |
| ~FMRegressionModel.hasDefault |
| ~FMRegressionModel.hasParam |
| ~FMRegressionModel.isDefined |
| ~FMRegressionModel.isSet |
| ~FMRegressionModel.load |
| ~FMRegressionModel.predict |
| ~FMRegressionModel.read |
| ~FMRegressionModel.save |
| ~FMRegressionModel.set |
| ~FMRegressionModel.setFeaturesCol |
| ~FMRegressionModel.setPredictionCol |
| ~FMRegressionModel.transform |
| ~FMRegressionModel.write |
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| .. rubric:: Attributes |
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| .. autosummary:: |
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| ~FMRegressionModel.factorSize |
| ~FMRegressionModel.factors |
| ~FMRegressionModel.featuresCol |
| ~FMRegressionModel.fitIntercept |
| ~FMRegressionModel.fitLinear |
| ~FMRegressionModel.initStd |
| ~FMRegressionModel.intercept |
| ~FMRegressionModel.labelCol |
| ~FMRegressionModel.linear |
| ~FMRegressionModel.maxIter |
| ~FMRegressionModel.miniBatchFraction |
| ~FMRegressionModel.numFeatures |
| ~FMRegressionModel.params |
| ~FMRegressionModel.predictionCol |
| ~FMRegressionModel.regParam |
| ~FMRegressionModel.seed |
| ~FMRegressionModel.solver |
| ~FMRegressionModel.stepSize |
| ~FMRegressionModel.tol |
| ~FMRegressionModel.weightCol |
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| .. rubric:: Methods Documentation |
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| .. automethod:: clear |
| .. automethod:: copy |
| .. automethod:: explainParam |
| .. automethod:: explainParams |
| .. automethod:: extractParamMap |
| .. automethod:: getFactorSize |
| .. automethod:: getFeaturesCol |
| .. automethod:: getFitIntercept |
| .. automethod:: getFitLinear |
| .. automethod:: getInitStd |
| .. automethod:: getLabelCol |
| .. automethod:: getMaxIter |
| .. automethod:: getMiniBatchFraction |
| .. automethod:: getOrDefault |
| .. automethod:: getParam |
| .. automethod:: getPredictionCol |
| .. automethod:: getRegParam |
| .. automethod:: getSeed |
| .. automethod:: getSolver |
| .. automethod:: getStepSize |
| .. automethod:: getTol |
| .. automethod:: getWeightCol |
| .. automethod:: hasDefault |
| .. automethod:: hasParam |
| .. automethod:: isDefined |
| .. automethod:: isSet |
| .. automethod:: load |
| .. automethod:: predict |
| .. automethod:: read |
| .. automethod:: save |
| .. automethod:: set |
| .. automethod:: setFeaturesCol |
| .. automethod:: setPredictionCol |
| .. automethod:: transform |
| .. automethod:: write |
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| .. rubric:: Attributes Documentation |
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| .. autoattribute:: factorSize |
| .. autoattribute:: factors |
| .. autoattribute:: featuresCol |
| .. autoattribute:: fitIntercept |
| .. autoattribute:: fitLinear |
| .. autoattribute:: initStd |
| .. autoattribute:: intercept |
| .. autoattribute:: labelCol |
| .. autoattribute:: linear |
| .. autoattribute:: maxIter |
| .. autoattribute:: miniBatchFraction |
| .. autoattribute:: numFeatures |
| .. autoattribute:: params |
| .. autoattribute:: predictionCol |
| .. autoattribute:: regParam |
| .. autoattribute:: seed |
| .. autoattribute:: solver |
| .. autoattribute:: stepSize |
| .. autoattribute:: tol |
| .. autoattribute:: weightCol |
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