diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/advanced_step/advanced_step_details.tsx b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/advanced_step/advanced_step_details.tsx
index 875590d0f9ee..e7026508a90b 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/advanced_step/advanced_step_details.tsx
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/advanced_step/advanced_step_details.tsx
@@ -249,7 +249,7 @@ export const AdvancedStepDetails: FC<{ setCurrentStep: any; state: State }> = ({
{i18n.translate('xpack.ml.dataframe.analytics.create.hyperParametersDetailsTitle', {
- defaultMessage: 'Hyper parameters',
+ defaultMessage: 'Hyperparameters',
})}
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/advanced_step/advanced_step_form.tsx b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/advanced_step/advanced_step_form.tsx
index 11184afb0e71..7409e414af2b 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/advanced_step/advanced_step_form.tsx
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/advanced_step/advanced_step_form.tsx
@@ -408,7 +408,7 @@ export const AdvancedStepForm: FC = ({
{i18n.translate('xpack.ml.dataframe.analytics.create.hyperParametersSectionTitle', {
- defaultMessage: 'Hyper parameters',
+ defaultMessage: 'Hyperparameters',
})}
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/configuration_step/job_type.tsx b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/configuration_step/job_type.tsx
index da547ee6255a..1e5dbee3499b 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/configuration_step/job_type.tsx
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/configuration_step/job_type.tsx
@@ -21,24 +21,21 @@ export const JobType: FC = ({ type, setFormState }) => {
const outlierHelpText = i18n.translate(
'xpack.ml.dataframe.analytics.create.outlierDetectionHelpText',
{
- defaultMessage:
- 'Outlier detection jobs require a source index that is mapped as a table-like data structure and analyze only numeric and boolean fields. Use the advanced editor to add custom options to the configuration.',
+ defaultMessage: 'Outlier detection identifies unusual data points in the data set.',
}
);
const regressionHelpText = i18n.translate(
'xpack.ml.dataframe.analytics.create.outlierRegressionHelpText',
{
- defaultMessage:
- 'Regression jobs analyze only numeric fields. Use the advanced editor to apply custom options, such as the prediction field name.',
+ defaultMessage: 'Regression predicts numerical values in the data set.',
}
);
const classificationHelpText = i18n.translate(
'xpack.ml.dataframe.analytics.create.classificationHelpText',
{
- defaultMessage:
- 'Classification jobs require a source index that is mapped as a table-like data structure and support fields that are numeric, boolean, text, keyword, or ip. Use the advanced editor to apply custom options, such as the prediction field name.',
+ defaultMessage: 'Classification predicts labels of data points in the data set.',
}
);
diff --git a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/details_step/details_step_details.tsx b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/details_step/details_step_details.tsx
index 8a41eb4b8a86..fb08ea841d29 100644
--- a/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/details_step/details_step_details.tsx
+++ b/x-pack/plugins/ml/public/application/data_frame_analytics/pages/analytics_creation/components/details_step/details_step_details.tsx
@@ -75,7 +75,11 @@ export const DetailsStepDetails: FC<{ setCurrentStep: any; state: State }> = ({
-
+