h2o-tutorials
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glm_h2oworld_demo error
In the above tutorial, when we get to this point
glm_binom_v1.train(covtype_X, covtype_y, training_frame=train_b, validation_frame=valid_b)
, we get the following error
---------------------------------------------------------------------------
OSError Traceback (most recent call last)
<ipython-input-80-629452a19acf> in <module>()
----> 1 glm_binom_v1.train(covtype_X, covtype_y, training_frame=train_b, validation_frame=valid_b)
C:\Users\srahee01\AppData\Local\Continuum\anaconda3\lib\site-packages\h2o\estimators\estimator_base.py in train(self, x, y, training_frame, offset_column, fold_column, weights_column, validation_frame, max_runtime_secs, ignored_columns, model_id, verbose)
235 return
236
--> 237 model.poll(verbose_model_scoring_history=verbose)
238 model_json = h2o.api("GET /%d/Models/%s" % (rest_ver, model.dest_key))["models"][0]
239 self._resolve_model(model.dest_key, model_json)
C:\Users\srahee01\AppData\Local\Continuum\anaconda3\lib\site-packages\h2o\job.py in poll(self, verbose_model_scoring_history)
75 if (isinstance(self.job, dict)) and ("stacktrace" in list(self.job)):
76 raise EnvironmentError("Job with key {} failed with an exception: {}\nstacktrace: "
---> 77 "\n{}".format(self.job_key, self.exception, self.job["stacktrace"]))
78 else:
79 raise EnvironmentError("Job with key %s failed with an exception: %s" % (self.job_key, self.exception))
OSError: Job with key $03017f00000132d4ffffffff$_9865f9eac98add358d8c3e0068c24322 failed with an exception: java.lang.AssertionError: x out of bounds, expected <0,1> range, got NaN
stacktrace:
java.lang.AssertionError: x out of bounds, expected <0,1> range, got NaN
at hex.glm.GLMModel$GLMWeightsFun.link(GLMModel.java:547)
at hex.glm.GLM.getNullBeta(GLM.java:358)
at hex.glm.GLM.init(GLM.java:504)
at hex.glm.GLM$GLMDriver.computeImpl(GLM.java:1200)
at hex.ModelBuilder$Driver.compute2(ModelBuilder.java:218)
at hex.glm.GLM$GLMDriver.compute2(GLM.java:571)
at water.H2O$H2OCountedCompleter.compute(H2O.java:1395)
at jsr166y.CountedCompleter.exec(CountedCompleter.java:468)
at jsr166y.ForkJoinTask.doExec(ForkJoinTask.java:263)
at jsr166y.ForkJoinPool$WorkQueue.runTask(ForkJoinPool.java:974)
at jsr166y.ForkJoinPool.runWorker(ForkJoinPool.java:1477)
at jsr166y.ForkJoinWorkerThread.run(ForkJoinWorkerThread.java:104)