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B
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C
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D
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E
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F
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G
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H
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I
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J
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K
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L
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M
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N
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O
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P
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R
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S
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T
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U
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V
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W
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X
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Y
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Z
A
accuracy() (aethos.model_analysis.classification_model_analysis.ClassificationModelAnalysis method)
,
[1]
,
[2]
ADABoostClassification() (aethos.modelling.classification_models.Classification method)
,
[1]
,
[2]
ADABoostRegression() (aethos.modelling.regression_models.Regression method)
,
[1]
,
[2]
aethos.analysis (module)
,
[1]
aethos.cleaning (module)
,
[1]
,
[2]
aethos.feature_engineering (module)
,
[1]
,
[2]
aethos.model_analysis.classification_model_analysis (module)
,
[1]
,
[2]
aethos.model_analysis.model_analysis (module)
,
[1]
,
[2]
aethos.model_analysis.regression_model_analysis (module)
,
[1]
,
[2]
aethos.model_analysis.text_model_analysis (module)
,
[1]
,
[2]
aethos.model_analysis.unsupervised_model_analysis (module)
,
[1]
,
[2]
aethos.modelling.classification_models (module)
,
[1]
,
[2]
aethos.modelling.model (module)
,
[1]
,
[2]
aethos.modelling.regression_models (module)
,
[1]
,
[2]
aethos.modelling.unsupervised_models (module)
,
[1]
,
[2]
aethos.preprocessing (module)
,
[1]
,
[2]
aethos.stats.stats (module)
,
[1]
,
[2]
aethos.visualizations.visualizations (module)
,
[1]
,
[2]
AgglomerativeClustering() (aethos.modelling.unsupervised_models.Unsupervised method)
,
[1]
,
[2]
Analysis (class in aethos.analysis)
,
[1]
anova() (aethos.stats.stats.Stats method)
,
[1]
,
[2]
apply() (aethos.feature_engineering.Feature method)
,
[1]
,
[2]
autoviz() (aethos.analysis.Analysis method)
,
[1]
average_precision() (aethos.model_analysis.classification_model_analysis.ClassificationModelAnalysis method)
,
[1]
,
[2]
B
bag_of_words() (aethos.feature_engineering.Feature method)
,
[1]
,
[2]
BaggingClassification() (aethos.modelling.classification_models.Classification method)
,
[1]
,
[2]
BaggingRegression() (aethos.modelling.regression_models.Regression method)
,
[1]
,
[2]
balanced_accuracy() (aethos.model_analysis.classification_model_analysis.ClassificationModelAnalysis method)
,
[1]
,
[2]
barplot() (aethos.visualizations.visualizations.Visualizations method)
,
[1]
,
[2]
BayesianRidgeRegression() (aethos.modelling.regression_models.Regression method)
,
[1]
,
[2]
BernoulliClassification() (aethos.modelling.classification_models.Classification method)
,
[1]
,
[2]
boxplot() (aethos.visualizations.visualizations.Visualizations method)
,
[1]
,
[2]
brier_loss() (aethos.model_analysis.classification_model_analysis.ClassificationModelAnalysis method)
,
[1]
,
[2]
C
checklist() (aethos.analysis.Analysis method)
,
[1]
chi2_feature_selection() (aethos.feature_engineering.Feature method)
,
[1]
,
[2]
Classification (class in aethos.modelling.classification_models)
,
[1]
,
[2]
classification_report() (aethos.model_analysis.classification_model_analysis.ClassificationModelAnalysis method)
,
[1]
,
[2]
ClassificationModelAnalysis (class in aethos.model_analysis.classification_model_analysis)
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[1]
,
[2]
Clean (class in aethos.cleaning)
,
[1]
,
[2]
clean_text() (aethos.preprocessing.Preprocess method)
,
[1]
,
[2]
cohen_kappa() (aethos.model_analysis.classification_model_analysis.ClassificationModelAnalysis method)
,
[1]
,
[2]
coherence_score() (aethos.model_analysis.text_model_analysis.TextModelAnalysis method)
,
[1]
,
[2]
column_info() (aethos.analysis.Analysis method)
,
[1]
columns (aethos.analysis.Analysis attribute)
,
[1]
(aethos.modelling.model.ModelBase attribute)
,
[1]
,
[2]
compare_models() (aethos.modelling.model.ModelBase method)
,
[1]
,
[2]
confusion_matrix() (aethos.model_analysis.classification_model_analysis.ClassificationModelAnalysis method)
,
[1]
,
[2]
copy() (aethos.analysis.Analysis method)
,
[1]
(aethos.modelling.model.ModelBase method)
,
[1]
,
[2]
correlation_matrix() (aethos.analysis.Analysis method)
,
[1]
cross_validate() (aethos.model_analysis.classification_model_analysis.ClassificationModelAnalysis method)
,
[1]
,
[2]
(aethos.model_analysis.regression_model_analysis.RegressionModelAnalysis method)
,
[1]
,
[2]
D
data_report() (aethos.analysis.Analysis method)
,
[1]
DBScan() (aethos.modelling.unsupervised_models.Unsupervised method)
,
[1]
,
[2]
decision_boundary() (aethos.model_analysis.classification_model_analysis.ClassificationModelAnalysis method)
,
[1]
,
[2]
decision_plot() (aethos.model_analysis.model_analysis.SupervisedModelAnalysis method)
,
[1]
,
[2]
DecisionTreeClassification() (aethos.modelling.classification_models.Classification method)
,
[1]
,
[2]
DecisionTreeRegression() (aethos.modelling.regression_models.Regression method)
,
[1]
,
[2]
delete_model() (aethos.modelling.model.ModelBase method)
,
[1]
,
[2]
dependence_plot() (aethos.model_analysis.model_analysis.SupervisedModelAnalysis method)
,
[1]
,
[2]
describe() (aethos.analysis.Analysis method)
,
[1]
describe_column() (aethos.analysis.Analysis method)
,
[1]
Doc2Vec() (aethos.modelling.model.ModelBase method)
,
[1]
,
[2]
drop() (aethos.analysis.Analysis method)
,
[1]
drop_column_missing_threshold() (aethos.cleaning.Clean method)
,
[1]
,
[2]
drop_constant_columns() (aethos.cleaning.Clean method)
,
[1]
,
[2]
drop_correlated_features() (aethos.feature_engineering.Feature method)
,
[1]
,
[2]
drop_duplicate_columns() (aethos.cleaning.Clean method)
,
[1]
,
[2]
drop_duplicate_rows() (aethos.cleaning.Clean method)
,
[1]
,
[2]
drop_rows_missing_threshold() (aethos.cleaning.Clean method)
,
[1]
,
[2]
drop_unique_columns() (aethos.cleaning.Clean method)
,
[1]
,
[2]
E
ElasticnetRegression() (aethos.modelling.regression_models.Regression method)
,
[1]
,
[2]
encode_target() (aethos.analysis.Analysis method)
,
[1]
expand_json_column() (aethos.analysis.Analysis method)
,
[1]
explained_variance() (aethos.model_analysis.regression_model_analysis.RegressionModelAnalysis method)
,
[1]
,
[2]
extract_keywords_gensim() (aethos.modelling.model.ModelBase method)
,
[1]
,
[2]
F
f1() (aethos.model_analysis.classification_model_analysis.ClassificationModelAnalysis method)
,
[1]
,
[2]
fbeta() (aethos.model_analysis.classification_model_analysis.ClassificationModelAnalysis method)
,
[1]
,
[2]
Feature (class in aethos.feature_engineering)
,
[1]
,
[2]
features (aethos.analysis.Analysis attribute)
,
[1]
(aethos.modelling.model.ModelBase attribute)
,
[1]
,
[2]
filter_cluster() (aethos.model_analysis.unsupervised_model_analysis.UnsupervisedModelAnalysis method)
,
[1]
,
[2]
force_plot() (aethos.model_analysis.model_analysis.SupervisedModelAnalysis method)
,
[1]
,
[2]
G
GaussianClassification() (aethos.modelling.classification_models.Classification method)
,
[1]
,
[2]
GaussianMixtureClustering() (aethos.modelling.unsupervised_models.Unsupervised method)
,
[1]
,
[2]
GradientBoostingClassification() (aethos.modelling.classification_models.Classification method)
,
[1]
,
[2]
GradientBoostingRegression() (aethos.modelling.regression_models.Regression method)
,
[1]
,
[2]
H
hamming_loss() (aethos.model_analysis.classification_model_analysis.ClassificationModelAnalysis method)
,
[1]
,
[2]
help_debug() (aethos.modelling.model.ModelBase method)
,
[1]
,
[2]
hinge_loss() (aethos.model_analysis.classification_model_analysis.ClassificationModelAnalysis method)
,
[1]
,
[2]
histogram() (aethos.visualizations.visualizations.Visualizations method)
,
[1]
,
[2]
I
ind_ttest() (aethos.stats.stats.Stats method)
,
[1]
,
[2]
interpret_data() (aethos.analysis.Analysis method)
,
[1]
interpret_model() (aethos.model_analysis.model_analysis.SupervisedModelAnalysis method)
,
[1]
,
[2]
interpret_model_behavior() (aethos.model_analysis.model_analysis.SupervisedModelAnalysis method)
,
[1]
,
[2]
interpret_model_performance() (aethos.model_analysis.model_analysis.SupervisedModelAnalysis method)
,
[1]
,
[2]
interpret_model_predictions() (aethos.model_analysis.model_analysis.SupervisedModelAnalysis method)
,
[1]
,
[2]
IsolationForest() (aethos.modelling.unsupervised_models.Unsupervised method)
,
[1]
,
[2]
J
jaccard() (aethos.model_analysis.classification_model_analysis.ClassificationModelAnalysis method)
,
[1]
,
[2]
jointplot() (aethos.visualizations.visualizations.Visualizations method)
,
[1]
,
[2]
K
KMeans() (aethos.modelling.unsupervised_models.Unsupervised method)
,
[1]
,
[2]
ks_feature_distribution() (aethos.stats.stats.Stats method)
,
[1]
,
[2]
L
LassoRegression() (aethos.modelling.regression_models.Regression method)
,
[1]
,
[2]
LDA() (aethos.modelling.model.ModelBase method)
,
[1]
,
[2]
LightGBMClassification() (aethos.modelling.classification_models.Classification method)
,
[1]
,
[2]
LightGBMRegression() (aethos.modelling.regression_models.Regression method)
,
[1]
,
[2]
LinearRegression() (aethos.modelling.regression_models.Regression method)
,
[1]
,
[2]
LinearSVC() (aethos.modelling.classification_models.Classification method)
,
[1]
,
[2]
LinearSVR() (aethos.modelling.regression_models.Regression method)
,
[1]
,
[2]
lineplot() (aethos.visualizations.visualizations.Visualizations method)
,
[1]
,
[2]
list_models() (aethos.modelling.model.ModelBase method)
,
[1]
,
[2]
log_loss() (aethos.model_analysis.classification_model_analysis.ClassificationModelAnalysis method)
,
[1]
,
[2]
LogisticRegression() (aethos.modelling.classification_models.Classification method)
,
[1]
,
[2]
M
matthews_corr_coef() (aethos.model_analysis.classification_model_analysis.ClassificationModelAnalysis method)
,
[1]
,
[2]
max_error() (aethos.model_analysis.regression_model_analysis.RegressionModelAnalysis method)
,
[1]
,
[2]
mean_abs_error() (aethos.model_analysis.regression_model_analysis.RegressionModelAnalysis method)
,
[1]
,
[2]
mean_sq_error() (aethos.model_analysis.regression_model_analysis.RegressionModelAnalysis method)
,
[1]
,
[2]
mean_sq_log_error() (aethos.model_analysis.regression_model_analysis.RegressionModelAnalysis method)
,
[1]
,
[2]
MeanShift() (aethos.modelling.unsupervised_models.Unsupervised method)
,
[1]
,
[2]
median_abs_error() (aethos.model_analysis.regression_model_analysis.RegressionModelAnalysis method)
,
[1]
,
[2]
metrics() (aethos.model_analysis.classification_model_analysis.ClassificationModelAnalysis method)
,
[1]
,
[2]
(aethos.model_analysis.regression_model_analysis.RegressionModelAnalysis method)
,
[1]
,
[2]
missing_values (aethos.analysis.Analysis attribute)
,
[1]
model_perplexity() (aethos.model_analysis.text_model_analysis.TextModelAnalysis method)
,
[1]
,
[2]
model_weights() (aethos.model_analysis.model_analysis.SupervisedModelAnalysis method)
,
[1]
,
[2]
ModelAnalysisBase (class in aethos.model_analysis.model_analysis)
,
[1]
,
[2]
ModelBase (class in aethos.modelling.model)
,
[1]
,
[2]
most_common() (aethos.stats.stats.Stats method)
,
[1]
,
[2]
MultinomialClassification() (aethos.modelling.classification_models.Classification method)
,
[1]
,
[2]
N
normalize_log() (aethos.preprocessing.Preprocess method)
,
[1]
,
[2]
normalize_numeric() (aethos.preprocessing.Preprocess method)
,
[1]
,
[2]
normalize_quantile_range() (aethos.preprocessing.Preprocess method)
,
[1]
,
[2]
nounphrases_nltk() (aethos.feature_engineering.Feature method)
,
[1]
,
[2]
nounphrases_spacy() (aethos.feature_engineering.Feature method)
,
[1]
,
[2]
O
OneClassSVM() (aethos.modelling.unsupervised_models.Unsupervised method)
,
[1]
,
[2]
onehot_encode() (aethos.feature_engineering.Feature method)
,
[1]
,
[2]
onesample_ttest() (aethos.stats.stats.Stats method)
,
[1]
,
[2]
ordinal_encode_labels() (aethos.feature_engineering.Feature method)
,
[1]
,
[2]
P
paired_ttest() (aethos.stats.stats.Stats method)
,
[1]
,
[2]
pairplot() (aethos.visualizations.visualizations.Visualizations method)
,
[1]
,
[2]
pca() (aethos.feature_engineering.Feature method)
,
[1]
,
[2]
pieplot() (aethos.visualizations.visualizations.Visualizations method)
,
[1]
,
[2]
plot_clusters() (aethos.model_analysis.unsupervised_model_analysis.UnsupervisedModelAnalysis method)
,
[1]
,
[2]
plot_colorpalettes (aethos.visualizations.visualizations.Visualizations attribute)
,
[1]
,
[2]
plot_colors (aethos.visualizations.visualizations.Visualizations attribute)
,
[1]
,
[2]
plot_dim_reduction() (aethos.visualizations.visualizations.Visualizations method)
,
[1]
,
[2]
plot_predicted_actual() (aethos.model_analysis.regression_model_analysis.RegressionModelAnalysis method)
,
[1]
,
[2]
polynomial_features() (aethos.feature_engineering.Feature method)
,
[1]
,
[2]
postag_nltk() (aethos.feature_engineering.Feature method)
,
[1]
,
[2]
postag_spacy() (aethos.feature_engineering.Feature method)
,
[1]
,
[2]
postag_spacy_detailed() (aethos.feature_engineering.Feature method)
,
[1]
,
[2]
precision() (aethos.model_analysis.classification_model_analysis.ClassificationModelAnalysis method)
,
[1]
,
[2]
predict_data_sample() (aethos.stats.stats.Stats method)
,
[1]
,
[2]
predictive_power() (aethos.analysis.Analysis method)
,
[1]
Preprocess (class in aethos.preprocessing)
,
[1]
,
[2]
pretrained_question_answer() (aethos.modelling.model.ModelBase method)
,
[1]
,
[2]
pretrained_sentiment_analysis() (aethos.modelling.model.ModelBase method)
,
[1]
,
[2]
R
r2() (aethos.model_analysis.regression_model_analysis.RegressionModelAnalysis method)
,
[1]
,
[2]
raincloud() (aethos.visualizations.visualizations.Visualizations method)
,
[1]
,
[2]
RandomForestClassification() (aethos.modelling.classification_models.Classification method)
,
[1]
,
[2]
RandomForestRegression() (aethos.modelling.regression_models.Regression method)
,
[1]
,
[2]
recall() (aethos.model_analysis.classification_model_analysis.ClassificationModelAnalysis method)
,
[1]
,
[2]
Regression (class in aethos.modelling.regression_models)
,
[1]
,
[2]
RegressionModelAnalysis (class in aethos.model_analysis.regression_model_analysis)
,
[1]
,
[2]
remove_numbers() (aethos.preprocessing.Preprocess method)
,
[1]
,
[2]
remove_punctuation() (aethos.preprocessing.Preprocess method)
,
[1]
,
[2]
remove_stopwords_nltk() (aethos.preprocessing.Preprocess method)
,
[1]
,
[2]
replace_missing_backfill() (aethos.cleaning.Clean method)
,
[1]
,
[2]
replace_missing_constant() (aethos.cleaning.Clean method)
,
[1]
,
[2]
replace_missing_forwardfill() (aethos.cleaning.Clean method)
,
[1]
,
[2]
replace_missing_indicator() (aethos.cleaning.Clean method)
,
[1]
,
[2]
replace_missing_interpolate() (aethos.cleaning.Clean method)
,
[1]
,
[2]
replace_missing_knn() (aethos.cleaning.Clean method)
,
[1]
,
[2]
replace_missing_mean() (aethos.cleaning.Clean method)
,
[1]
,
[2]
replace_missing_median() (aethos.cleaning.Clean method)
,
[1]
,
[2]
replace_missing_mostcommon() (aethos.cleaning.Clean method)
,
[1]
,
[2]
replace_missing_new_category() (aethos.cleaning.Clean method)
,
[1]
,
[2]
replace_missing_random_discrete() (aethos.cleaning.Clean method)
,
[1]
,
[2]
replace_missing_remove_row() (aethos.cleaning.Clean method)
,
[1]
,
[2]
RidgeClassification() (aethos.modelling.classification_models.Classification method)
,
[1]
,
[2]
RidgeRegression() (aethos.modelling.regression_models.Regression method)
,
[1]
,
[2]
roc_auc() (aethos.model_analysis.classification_model_analysis.ClassificationModelAnalysis method)
,
[1]
,
[2]
roc_curve() (aethos.model_analysis.classification_model_analysis.ClassificationModelAnalysis method)
,
[1]
,
[2]
root_mean_sq_error() (aethos.model_analysis.regression_model_analysis.RegressionModelAnalysis method)
,
[1]
,
[2]
run_models() (aethos.modelling.model.ModelBase method)
,
[1]
,
[2]
S
scatterplot() (aethos.visualizations.visualizations.Visualizations method)
,
[1]
,
[2]
SGDClassification() (aethos.modelling.classification_models.Classification method)
,
[1]
,
[2]
SGDRegression() (aethos.modelling.regression_models.Regression method)
,
[1]
,
[2]
shap_get_misclassified_index() (aethos.model_analysis.model_analysis.SupervisedModelAnalysis method)
,
[1]
,
[2]
smape() (aethos.model_analysis.regression_model_analysis.RegressionModelAnalysis method)
,
[1]
,
[2]
split_sentences() (aethos.preprocessing.Preprocess method)
,
[1]
,
[2]
split_words_nltk() (aethos.preprocessing.Preprocess method)
,
[1]
,
[2]
standardize_column_names() (aethos.analysis.Analysis method)
,
[1]
Stats (class in aethos.stats.stats)
,
[1]
,
[2]
stem_nltk() (aethos.preprocessing.Preprocess method)
,
[1]
,
[2]
summarize_gensim() (aethos.modelling.model.ModelBase method)
,
[1]
,
[2]
summary_plot() (aethos.model_analysis.model_analysis.SupervisedModelAnalysis method)
,
[1]
,
[2]
SupervisedModelAnalysis (class in aethos.model_analysis.model_analysis)
,
[1]
,
[2]
SVC() (aethos.modelling.classification_models.Classification method)
,
[1]
,
[2]
SVR() (aethos.modelling.regression_models.Regression method)
,
[1]
,
[2]
T
test_data (aethos.modelling.model.ModelBase attribute)
,
[1]
,
[2]
test_results (aethos.model_analysis.model_analysis.ModelAnalysisBase attribute)
,
[1]
,
[2]
text_hash() (aethos.feature_engineering.Feature method)
,
[1]
,
[2]
TextModelAnalysis (class in aethos.model_analysis.text_model_analysis)
,
[1]
,
[2]
tfidf() (aethos.feature_engineering.Feature method)
,
[1]
,
[2]
to_csv() (aethos.analysis.Analysis method)
,
[1]
to_df() (aethos.analysis.Analysis method)
,
[1]
to_pickle() (aethos.model_analysis.model_analysis.ModelAnalysisBase method)
,
[1]
,
[2]
(aethos.modelling.model.ModelBase method)
,
[1]
,
[2]
to_service() (aethos.model_analysis.model_analysis.ModelAnalysisBase method)
,
[1]
,
[2]
(aethos.modelling.model.ModelBase method)
,
[1]
,
[2]
train_data (aethos.modelling.model.ModelBase attribute)
,
[1]
,
[2]
train_results (aethos.model_analysis.model_analysis.ModelAnalysisBase attribute)
,
[1]
,
[2]
truncated_svd() (aethos.feature_engineering.Feature method)
,
[1]
,
[2]
U
Unsupervised (class in aethos.modelling.unsupervised_models)
,
[1]
,
[2]
UnsupervisedModelAnalysis (class in aethos.model_analysis.unsupervised_model_analysis)
,
[1]
,
[2]
V
view() (aethos.model_analysis.text_model_analysis.TextModelAnalysis method)
,
[1]
,
[2]
view_topic() (aethos.model_analysis.text_model_analysis.TextModelAnalysis method)
,
[1]
,
[2]
view_topics() (aethos.model_analysis.text_model_analysis.TextModelAnalysis method)
,
[1]
,
[2]
view_tree() (aethos.model_analysis.model_analysis.SupervisedModelAnalysis method)
,
[1]
,
[2]
violinplot() (aethos.visualizations.visualizations.Visualizations method)
,
[1]
,
[2]
Visualizations (class in aethos.visualizations.visualizations)
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[1]
,
[2]
visualize_topics() (aethos.model_analysis.text_model_analysis.TextModelAnalysis method)
,
[1]
,
[2]
W
Word2Vec() (aethos.modelling.model.ModelBase method)
,
[1]
,
[2]
X
XGBoostClassification() (aethos.modelling.classification_models.Classification method)
,
[1]
,
[2]
XGBoostRegression() (aethos.modelling.regression_models.Regression method)
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[1]
,
[2]
Y
y_test (aethos.analysis.Analysis attribute)
,
[1]
(aethos.modelling.model.ModelBase attribute)
,
[1]
,
[2]
y_train (aethos.analysis.Analysis attribute)
,
[1]
Z
zero_one_loss() (aethos.model_analysis.classification_model_analysis.ClassificationModelAnalysis method)
,
[1]
,
[2]
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