我正在尝试使用H2OGeneralizedLinearEstimator函数预测Kaggle comp中的测试时间。该模型通常在第3行训练,指标都是合理的。然而,当我进入预测步骤时,尽管测试数据帧与列车数据帧匹配,但仍会出现错误。
之前有没有人见过这个错误?
h2o_glm = H2OGeneralizedLinearEstimator()
h2o_glm.train(training_frame=train_h2o,y='y')
h2o_glm_predictions = h2o_glm.predict(test_data=test_h2o).as_data_frame()
test_pred = pd.read_csv('test.csv')[['ID']]
test_pred['y'] = h2o_glm_predictions
test_pred.to_csv('h2o_glm_predictions.csv',index=False)
glm模型构建进度:|█████████████████████████████████████████ ██████| 100%
glm prediction progress: | (failed)
OSError Traceback (most recent call last) in () 3 h2o_glm.train(training_frame=train_h2o,y='y') 4 ----> 5 h2o_glm_predictions = h2o_glm.predict(test_data=test_h2o).as_data_frame() 6 7 test_pred = pd.read_csv('test.csv')[['ID']]
/Applications/anaconda/lib/python3.6/site-packages/h2o/model/model_base.py in predict(self, test_data) 130 j = H2OJob(h2o.api("POST /4/Predictions/models/%s/frames/%s" % (self.model_id, test_data.frame_id)), 131 self._model_json["algo"] + " prediction") --> 132 j.poll() 133 return h2o.get_frame(j.dest_key) 134
/Applications/anaconda/lib/python3.6/site-packages/h2o/job.py in poll(self) 71 if (isinstance(self.job, dict)) and ("stacktrace" in list(self.job)): 72 raise EnvironmentError("Job with key {} failed with an exception: {}\nstacktrace: " ---> 73 "\n{}".format(self.job_key, self.exception, self.job["stacktrace"])) 74 else: 75 raise EnvironmentError("Job with key %s failed with an exception: %s" % (self.job_key, self.exception))
OSError:带密钥的作业 $ 03017f00000132d4ffffffff $ _868312f4c32f683871930a1145c1476a失败 异常:来自/127.0.0.1:54321的DistributedException:' null', 由java.lang.ArrayIndexOutOfBoundsException引起的堆栈跟踪: 来自/127.0.0.1:54321的DistributedException:' null',由。引起 java.lang.ArrayIndexOutOfBoundsException at water.MRTask.getResult(MRTask.java:478)at water.MRTask.getResult(MRTask.java:486)at water.MRTask.doAll(MRTask.java:390)at water.MRTask.doAll(MRTask.java:396)at hex.glm.GLMModel.predictScoreImpl(GLMModel.java:1215)at hex.Model.score(Model.java:1077)at water.api.ModelMetricsHandler $ 1.compute2(ModelMetricsHandler.java:351) at water.H2O $ H2OCountedCompleter.compute(H2O.java:1349)at jsr166y.CountedCompleter.exec(CountedCompleter.java:468)at jsr166y.ForkJoinTask.doExec(ForkJoinTask.java:263)at at jsr166y.ForkJoinPool $ WorkQueue.runTask(ForkJoinPool.java:974)at at jsr166y.ForkJoinPool.runWorker(ForkJoinPool.java:1477)at at jsr166y.ForkJoinWorkerThread.run(ForkJoinWorkerThread.java:104)导致 by:java.lang.ArrayIndexOutOfBoundsException