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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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V
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W
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X
A
A10() (permetrics.regression.RegressionMetric method)
a10_index() (permetrics.regression.RegressionMetric method)
A20() (permetrics.regression.RegressionMetric method)
a20_index() (permetrics.regression.RegressionMetric method)
A30() (permetrics.regression.RegressionMetric method)
a30_index() (permetrics.regression.RegressionMetric method)
absolute_pearson_correlation_coefficient() (permetrics.regression.RegressionMetric method)
accuracy_score() (permetrics.classification.ClassificationMetric method)
ACOD() (permetrics.regression.RegressionMetric method)
adjusted_coefficient_of_determination() (permetrics.regression.RegressionMetric method)
adjusted_rand_score() (permetrics.clustering.ClusteringMetric method)
AE() (permetrics.regression.RegressionMetric method)
APCC() (permetrics.regression.RegressionMetric method)
AR() (permetrics.regression.RegressionMetric method)
AR2() (permetrics.regression.RegressionMetric method)
ARS() (permetrics.clustering.ClusteringMetric method)
AS() (permetrics.classification.ClassificationMetric method)
AUC() (permetrics.classification.ClassificationMetric method)
B
ball_hall_index() (permetrics.clustering.ClusteringMetric method)
banfeld_raftery_index() (permetrics.clustering.ClusteringMetric method)
beale_index() (permetrics.clustering.ClusteringMetric method)
BHI() (permetrics.clustering.ClusteringMetric method)
BI() (permetrics.clustering.ClusteringMetric method)
BRI() (permetrics.clustering.ClusteringMetric method)
brier_score_loss() (permetrics.classification.ClassificationMetric method)
BSL() (permetrics.classification.ClassificationMetric method)
C
calculate_absolute_pcc() (in module permetrics.utils.regressor_util)
calculate_adjusted_rand_score() (in module permetrics.utils.cluster_util)
calculate_ball_hall_index() (in module permetrics.utils.cluster_util)
calculate_banfeld_raftery_index() (in module permetrics.utils.cluster_util)
calculate_beale_index() (in module permetrics.utils.cluster_util)
calculate_calinski_harabasz_index() (in module permetrics.utils.cluster_util)
calculate_class_weights() (in module permetrics.utils.classifier_util)
calculate_completeness_score() (in module permetrics.utils.cluster_util)
calculate_confusion_matrix() (in module permetrics.utils.classifier_util)
calculate_czekanowski_dice_score() (in module permetrics.utils.cluster_util)
calculate_davies_bouldin_index() (in module permetrics.utils.cluster_util)
calculate_density_based_clustering_validation_index() (in module permetrics.utils.cluster_util)
calculate_det_ratio_index() (in module permetrics.utils.cluster_util)
calculate_duda_hart_index() (in module permetrics.utils.cluster_util)
calculate_dunn_index() (in module permetrics.utils.cluster_util)
calculate_ec() (in module permetrics.utils.regressor_util)
calculate_entropy() (in module permetrics.utils.regressor_util)
calculate_entropy_score() (in module permetrics.utils.cluster_util)
calculate_f_measure_score() (in module permetrics.utils.cluster_util)
calculate_fowlkes_mallows_score() (in module permetrics.utils.cluster_util)
calculate_gamma_score() (in module permetrics.utils.cluster_util)
calculate_gplus_score() (in module permetrics.utils.cluster_util)
calculate_hartigan_index() (in module permetrics.utils.cluster_util)
calculate_homogeneity_score() (in module permetrics.utils.cluster_util)
calculate_hubert_gamma_score() (in module permetrics.utils.cluster_util)
calculate_jaccard_score() (in module permetrics.utils.cluster_util)
calculate_ksq_detw_index() (in module permetrics.utils.cluster_util)
calculate_kulczynski_score() (in module permetrics.utils.cluster_util)
calculate_log_det_ratio_index() (in module permetrics.utils.cluster_util)
calculate_mc_nemar_score() (in module permetrics.utils.cluster_util)
calculate_mean_squared_error_index() (in module permetrics.utils.cluster_util)
calculate_mse() (in module permetrics.utils.regressor_util)
calculate_mutual_info_score() (in module permetrics.utils.cluster_util)
calculate_normalized_mutual_info_score() (in module permetrics.utils.cluster_util)
calculate_nse() (in module permetrics.utils.regressor_util)
calculate_pcc() (in module permetrics.utils.regressor_util)
calculate_phi_score() (in module permetrics.utils.cluster_util)
calculate_precision_score() (in module permetrics.utils.cluster_util)
calculate_purity_score() (in module permetrics.utils.cluster_util)
calculate_r_squared_index() (in module permetrics.utils.cluster_util)
calculate_rand_score() (in module permetrics.utils.cluster_util)
calculate_recall_score() (in module permetrics.utils.cluster_util)
calculate_roc_curve() (in module permetrics.utils.classifier_util)
calculate_rogers_tanimoto_score() (in module permetrics.utils.cluster_util)
calculate_russel_rao_score() (in module permetrics.utils.cluster_util)
calculate_silhouette_index() (in module permetrics.utils.cluster_util)
calculate_silhouette_index_ver1() (in module permetrics.utils.cluster_util)
calculate_silhouette_index_ver2() (in module permetrics.utils.cluster_util)
calculate_silhouette_index_ver3() (in module permetrics.utils.cluster_util)
calculate_single_label_metric() (in module permetrics.utils.classifier_util)
calculate_sokal_sneath1_score() (in module permetrics.utils.cluster_util)
calculate_sokal_sneath2_score() (in module permetrics.utils.cluster_util)
calculate_sum_squared_error_index() (in module permetrics.utils.cluster_util)
calculate_tau_score() (in module permetrics.utils.cluster_util)
calculate_v_measure_score() (in module permetrics.utils.cluster_util)
calculate_wi() (in module permetrics.utils.regressor_util)
calculate_xie_beni_index() (in module permetrics.utils.cluster_util)
calinski_harabasz_index() (permetrics.clustering.ClusteringMetric method)
CDS() (permetrics.clustering.ClusteringMetric method)
CE() (permetrics.regression.RegressionMetric method)
CEL() (permetrics.classification.ClassificationMetric method)
check_X() (permetrics.clustering.ClusteringMetric method)
CHI() (permetrics.clustering.ClusteringMetric method)
CI() (permetrics.regression.RegressionMetric method)
CKS() (permetrics.classification.ClassificationMetric method)
ClassificationMetric (class in permetrics.classification)
ClusteringMetric (class in permetrics.clustering)
CM() (permetrics.classification.ClassificationMetric method)
COD() (permetrics.regression.RegressionMetric method)
coefficient_of_determination() (permetrics.regression.RegressionMetric method)
coefficient_of_residual_mass() (permetrics.regression.RegressionMetric method)
cohen_kappa_score() (permetrics.classification.ClassificationMetric method)
completeness_score() (permetrics.clustering.ClusteringMetric method)
compute_barycenters() (in module permetrics.utils.cluster_util)
compute_BGSS() (in module permetrics.utils.cluster_util)
compute_clusters() (in module permetrics.utils.cluster_util)
compute_conditional_entropy() (in module permetrics.utils.cluster_util)
compute_confusion_matrix() (in module permetrics.utils.cluster_util)
compute_contingency_matrix() (in module permetrics.utils.cluster_util)
compute_entropy() (in module permetrics.utils.cluster_util)
compute_nd_splus_sminus_t() (in module permetrics.utils.cluster_util)
compute_TSS() (in module permetrics.utils.cluster_util)
compute_WG() (in module permetrics.utils.cluster_util)
compute_WGSS() (in module permetrics.utils.cluster_util)
confidence_index() (permetrics.regression.RegressionMetric method)
confusion_matrix() (permetrics.classification.ClassificationMetric method)
COR() (permetrics.regression.RegressionMetric method)
correlation() (permetrics.regression.RegressionMetric method)
COV() (permetrics.regression.RegressionMetric method)
covariance() (permetrics.regression.RegressionMetric method)
CRM() (permetrics.regression.RegressionMetric method)
cross_entropy() (permetrics.regression.RegressionMetric method)
crossentropy_loss() (permetrics.classification.ClassificationMetric method)
CS() (permetrics.clustering.ClusteringMetric method)
czekanowski_dice_score() (permetrics.clustering.ClusteringMetric method)
D
davies_bouldin_index() (permetrics.clustering.ClusteringMetric method)
DBCVI() (permetrics.clustering.ClusteringMetric method)
DBI() (permetrics.clustering.ClusteringMetric method)
density_based_clustering_validation_index() (permetrics.clustering.ClusteringMetric method)
det_ratio_index() (permetrics.clustering.ClusteringMetric method)
deviation_of_runoff_volume() (permetrics.regression.RegressionMetric method)
DHI() (permetrics.clustering.ClusteringMetric method)
DI() (permetrics.clustering.ClusteringMetric method)
DRI() (permetrics.clustering.ClusteringMetric method)
DRV() (permetrics.regression.RegressionMetric method)
duda_hart_index() (permetrics.clustering.ClusteringMetric method)
dunn_index() (permetrics.clustering.ClusteringMetric method)
E
EC() (permetrics.regression.RegressionMetric method)
efficiency_coefficient() (permetrics.regression.RegressionMetric method)
entropy_score() (permetrics.clustering.ClusteringMetric method)
EPSILON (permetrics.evaluator.Evaluator attribute)
ES() (permetrics.clustering.ClusteringMetric method)
Evaluator (class in permetrics.evaluator)
EVS() (permetrics.regression.RegressionMetric method)
explained_variance_score() (permetrics.regression.RegressionMetric method)
F
f1_score() (permetrics.classification.ClassificationMetric method)
F1S() (permetrics.classification.ClassificationMetric method)
f2_score() (permetrics.classification.ClassificationMetric method)
F2S() (permetrics.classification.ClassificationMetric method)
f_measure_score() (permetrics.clustering.ClusteringMetric method)
fbeta_score() (permetrics.classification.ClassificationMetric method)
FBS() (permetrics.classification.ClassificationMetric method)
fit() (permetrics.utils.encoder.LabelEncoder method)
fit_transform() (permetrics.utils.encoder.LabelEncoder method)
FMS() (permetrics.clustering.ClusteringMetric method)
FmS() (permetrics.clustering.ClusteringMetric method)
format_classification_data() (in module permetrics.utils.data_util)
format_external_clustering_data() (in module permetrics.utils.data_util)
format_internal_clustering_data() (in module permetrics.utils.data_util)
format_regression_data_type() (in module permetrics.utils.data_util)
format_y_score() (in module permetrics.utils.data_util)
fowlkes_mallows_score() (permetrics.clustering.ClusteringMetric method)
G
g_mean_score() (permetrics.classification.ClassificationMetric method)
gamma_score() (permetrics.clustering.ClusteringMetric method)
GAS() (permetrics.clustering.ClusteringMetric method)
get_metric_by_name() (permetrics.evaluator.Evaluator method)
get_metrics_by_dict() (permetrics.evaluator.Evaluator method)
get_metrics_by_list_names() (permetrics.evaluator.Evaluator method)
get_output_result() (permetrics.evaluator.Evaluator method)
get_processed_data() (permetrics.classification.ClassificationMetric method)
(permetrics.evaluator.Evaluator method)
(permetrics.regression.RegressionMetric method)
get_processed_data2() (permetrics.classification.ClassificationMetric method)
get_processed_external_data() (permetrics.clustering.ClusteringMetric method)
get_processed_internal_data() (permetrics.clustering.ClusteringMetric method)
get_regression_non_zero_data() (in module permetrics.utils.data_util)
get_regression_positive_data() (in module permetrics.utils.data_util)
get_support() (permetrics.classification.ClassificationMetric static method)
(permetrics.clustering.ClusteringMetric static method)
(permetrics.regression.RegressionMetric static method)
GINI() (permetrics.classification.ClassificationMetric method)
(permetrics.regression.RegressionMetric method)
gini_coefficient() (permetrics.regression.RegressionMetric method)
gini_coefficient_wiki() (permetrics.regression.RegressionMetric method)
gini_index() (permetrics.classification.ClassificationMetric method)
GINI_WIKI() (permetrics.regression.RegressionMetric method)
GMS() (permetrics.classification.ClassificationMetric method)
gplus_score() (permetrics.clustering.ClusteringMetric method)
GPS() (permetrics.clustering.ClusteringMetric method)
H
hamming_score() (permetrics.classification.ClassificationMetric method)
hartigan_index() (permetrics.clustering.ClusteringMetric method)
HGS() (permetrics.clustering.ClusteringMetric method)
HI() (permetrics.clustering.ClusteringMetric method)
hinge_loss() (permetrics.classification.ClassificationMetric method)
HL() (permetrics.classification.ClassificationMetric method)
homogeneity_score() (permetrics.clustering.ClusteringMetric method)
HS() (permetrics.classification.ClassificationMetric method)
(permetrics.clustering.ClusteringMetric method)
hubert_gamma_score() (permetrics.clustering.ClusteringMetric method)
I
inverse_transform() (permetrics.utils.encoder.LabelEncoder method)
is_unique_labels_consecutive_and_start_zero() (in module permetrics.utils.data_util)
J
jaccard_score() (permetrics.clustering.ClusteringMetric method)
jaccard_similarity_coefficient() (permetrics.classification.ClassificationMetric method)
jaccard_similarity_index() (permetrics.classification.ClassificationMetric method)
jensen_shannon_divergence() (permetrics.regression.RegressionMetric method)
JS() (permetrics.clustering.ClusteringMetric method)
JSC() (permetrics.classification.ClassificationMetric method)
JSD() (permetrics.regression.RegressionMetric method)
JSI() (permetrics.classification.ClassificationMetric method)
K
KDI() (permetrics.clustering.ClusteringMetric method)
KGE() (permetrics.regression.RegressionMetric method)
KLD() (permetrics.regression.RegressionMetric method)
KLDL() (permetrics.classification.ClassificationMetric method)
kling_gupta_efficiency() (permetrics.regression.RegressionMetric method)
KS() (permetrics.clustering.ClusteringMetric method)
ksq_detw_index() (permetrics.clustering.ClusteringMetric method)
kulczynski_score() (permetrics.clustering.ClusteringMetric method)
kullback_leibler_divergence() (permetrics.regression.RegressionMetric method)
kullback_leibler_divergence_loss() (permetrics.classification.ClassificationMetric method)
L
LabelEncoder (class in permetrics.utils.encoder)
LDRI() (permetrics.clustering.ClusteringMetric method)
lift_score() (permetrics.classification.ClassificationMetric method)
log_det_ratio_index() (permetrics.clustering.ClusteringMetric method)
log_ss_ratio_index() (permetrics.clustering.ClusteringMetric method)
LS() (permetrics.classification.ClassificationMetric method)
LSRI() (permetrics.clustering.ClusteringMetric method)
M
MAAPE() (permetrics.regression.RegressionMetric method)
MAE() (permetrics.regression.RegressionMetric method)
MAPE() (permetrics.regression.RegressionMetric method)
MASE() (permetrics.regression.RegressionMetric method)
matthews_correlation_coefficient() (permetrics.classification.ClassificationMetric method)
max_error() (permetrics.regression.RegressionMetric method)
MBE() (permetrics.regression.RegressionMetric method)
mc_nemar_score() (permetrics.clustering.ClusteringMetric method)
MCC() (permetrics.classification.ClassificationMetric method)
ME() (permetrics.regression.RegressionMetric method)
mean_absolute_error() (permetrics.regression.RegressionMetric method)
mean_absolute_percentage_error() (permetrics.regression.RegressionMetric method)
mean_absolute_scaled_error() (permetrics.regression.RegressionMetric method)
mean_arctangent_absolute_percentage_error() (permetrics.regression.RegressionMetric method)
mean_bias_error() (permetrics.regression.RegressionMetric method)
mean_percentage_error() (permetrics.regression.RegressionMetric method)
mean_relative_bias() (permetrics.regression.RegressionMetric method)
mean_relative_error() (permetrics.regression.RegressionMetric method)
mean_squared_error() (permetrics.regression.RegressionMetric method)
mean_squared_error_index() (permetrics.clustering.ClusteringMetric method)
mean_squared_log_error() (permetrics.regression.RegressionMetric method)
MedAE() (permetrics.regression.RegressionMetric method)
median_absolute_error() (permetrics.regression.RegressionMetric method)
MIS() (permetrics.clustering.ClusteringMetric method)
MNS() (permetrics.clustering.ClusteringMetric method)
module
permetrics.classification
permetrics.clustering
permetrics.evaluator
permetrics.regression
permetrics.utils.classifier_util
permetrics.utils.cluster_util
permetrics.utils.data_util
permetrics.utils.encoder
permetrics.utils.regressor_util
MPE() (permetrics.regression.RegressionMetric method)
MRB() (permetrics.regression.RegressionMetric method)
MRE() (permetrics.regression.RegressionMetric method)
MSE() (permetrics.regression.RegressionMetric method)
MSEI() (permetrics.clustering.ClusteringMetric method)
MSLE() (permetrics.regression.RegressionMetric method)
mutual_info_score() (permetrics.clustering.ClusteringMetric method)
N
nash_sutcliffe_efficiency() (permetrics.regression.RegressionMetric method)
negative_predictive_value() (permetrics.classification.ClassificationMetric method)
NMIS() (permetrics.clustering.ClusteringMetric method)
NNSE() (permetrics.regression.RegressionMetric method)
normalized_mutual_info_score() (permetrics.clustering.ClusteringMetric method)
normalized_nash_sutcliffe_efficiency() (permetrics.regression.RegressionMetric method)
normalized_root_mean_square_error() (permetrics.regression.RegressionMetric method)
NPV() (permetrics.classification.ClassificationMetric method)
NRMSE() (permetrics.regression.RegressionMetric method)
NSE() (permetrics.regression.RegressionMetric method)
O
OI() (permetrics.regression.RegressionMetric method)
overall_index() (permetrics.regression.RegressionMetric method)
P
PCC() (permetrics.regression.RegressionMetric method)
PCD() (permetrics.regression.RegressionMetric method)
pearson_correlation_coefficient() (permetrics.regression.RegressionMetric method)
pearson_correlation_coefficient_square() (permetrics.regression.RegressionMetric method)
permetrics.classification
module
permetrics.clustering
module
permetrics.evaluator
module
permetrics.regression
module
permetrics.utils.classifier_util
module
permetrics.utils.cluster_util
module
permetrics.utils.data_util
module
permetrics.utils.encoder
module
permetrics.utils.regressor_util
module
phi_score() (permetrics.clustering.ClusteringMetric method)
PhS() (permetrics.clustering.ClusteringMetric method)
precision_score() (permetrics.classification.ClassificationMetric method)
(permetrics.clustering.ClusteringMetric method)
prediction_of_change_in_direction() (permetrics.regression.RegressionMetric method)
PrS() (permetrics.clustering.ClusteringMetric method)
PS() (permetrics.classification.ClassificationMetric method)
purity_score() (permetrics.clustering.ClusteringMetric method)
PuS() (permetrics.clustering.ClusteringMetric method)
R
R() (permetrics.regression.RegressionMetric method)
R2() (permetrics.regression.RegressionMetric method)
R2S() (permetrics.regression.RegressionMetric method)
r_squared_index() (permetrics.clustering.ClusteringMetric method)
RAE() (permetrics.regression.RegressionMetric method)
rand_score() (permetrics.clustering.ClusteringMetric method)
RAS() (permetrics.classification.ClassificationMetric method)
RaS() (permetrics.clustering.ClusteringMetric method)
RB() (permetrics.regression.RegressionMetric method)
RE() (permetrics.regression.RegressionMetric method)
recall_score() (permetrics.classification.ClassificationMetric method)
(permetrics.clustering.ClusteringMetric method)
RegressionMetric (class in permetrics.regression)
relative_absolute_error() (permetrics.regression.RegressionMetric method)
ReS() (permetrics.clustering.ClusteringMetric method)
residual_standard_error() (permetrics.regression.RegressionMetric method)
RMSE() (permetrics.regression.RegressionMetric method)
ROC() (permetrics.classification.ClassificationMetric method)
roc_auc_score() (permetrics.classification.ClassificationMetric method)
rogers_tanimoto_score() (permetrics.clustering.ClusteringMetric method)
root_mean_squared_error() (permetrics.regression.RegressionMetric method)
RRS() (permetrics.clustering.ClusteringMetric method)
RS() (permetrics.classification.ClassificationMetric method)
RSE() (permetrics.regression.RegressionMetric method)
RSI() (permetrics.clustering.ClusteringMetric method)
RSQ() (permetrics.regression.RegressionMetric method)
RTS() (permetrics.clustering.ClusteringMetric method)
russel_rao_score() (permetrics.clustering.ClusteringMetric method)
S
SE() (permetrics.regression.RegressionMetric method)
set_keyword_arguments() (permetrics.evaluator.Evaluator method)
SI() (permetrics.clustering.ClusteringMetric method)
silhouette_index() (permetrics.clustering.ClusteringMetric method)
single_absolute_error() (permetrics.regression.RegressionMetric method)
single_relative_bias() (permetrics.regression.RegressionMetric method)
single_relative_error() (permetrics.regression.RegressionMetric method)
single_squared_error() (permetrics.regression.RegressionMetric method)
single_squared_log_error() (permetrics.regression.RegressionMetric method)
SLE() (permetrics.regression.RegressionMetric method)
SMAPE() (permetrics.regression.RegressionMetric method)
sokal_sneath1_score() (permetrics.clustering.ClusteringMetric method)
sokal_sneath2_score() (permetrics.clustering.ClusteringMetric method)
specificity_score() (permetrics.classification.ClassificationMetric method)
SS() (permetrics.classification.ClassificationMetric method)
SS1S() (permetrics.clustering.ClusteringMetric method)
SS2S() (permetrics.clustering.ClusteringMetric method)
SSEI() (permetrics.clustering.ClusteringMetric method)
sum_squared_error_index() (permetrics.clustering.ClusteringMetric method)
SUPPORT (permetrics.classification.ClassificationMetric attribute)
(permetrics.clustering.ClusteringMetric attribute)
(permetrics.evaluator.Evaluator attribute)
(permetrics.regression.RegressionMetric attribute)
symmetric_mean_absolute_percentage_error() (permetrics.regression.RegressionMetric method)
T
tau_score() (permetrics.clustering.ClusteringMetric method)
transform() (permetrics.utils.encoder.LabelEncoder method)
TS() (permetrics.clustering.ClusteringMetric method)
V
v_measure_score() (permetrics.clustering.ClusteringMetric method)
VAF() (permetrics.regression.RegressionMetric method)
variance_accounted_for() (permetrics.regression.RegressionMetric method)
VMS() (permetrics.clustering.ClusteringMetric method)
W
WI() (permetrics.regression.RegressionMetric method)
willmott_index() (permetrics.regression.RegressionMetric method)
X
XBI() (permetrics.clustering.ClusteringMetric method)
xie_beni_index() (permetrics.clustering.ClusteringMetric method)
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