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Package Reference
Rexmex
Score Cards
Metric Sets
Ranking Metrics
Classification Metrics
Coverage Metrics
Rating Metrics
Utility
Synthetic Datasets
Notes
Installation
Introduction by example
Overview
Design philosophy
Synthetic toy datasets
Evaluation metrics
Metric sets
Score cards
Utility functions
External resources
Evaluation Strategies
Metrics
Survey Papers
Similar Libraries
rexmex
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Index
A
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B
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C
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D
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F
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G
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H
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I
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K
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M
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N
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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
A
accuracy_score() (in module rexmex.metrics.classification)
add_metrics() (MetricSet method)
annotate() (Annotator method)
Annotator (class in rexmex.utils)
average_precision_at_k() (in module rexmex.metrics.ranking)
average_precision_score() (in module rexmex.metrics.classification)
average_recall_at_k() (in module rexmex.metrics.ranking)
B
balanced_accuracy_score() (in module rexmex.metrics.classification)
binarize() (in module rexmex.utils)
C
ClassificationMetricSet (class in rexmex.metricset)
condition_negative() (in module rexmex.metrics.classification)
condition_positive() (in module rexmex.metrics.classification)
CoverageMetricSet (class in rexmex.metricset)
CoverageScoreCard (class in rexmex.scorecard)
critical_success_index() (in module rexmex.metrics.classification)
D
DatasetReader (class in rexmex.dataset)
diagnostic_odds_ratio() (in module rexmex.metrics.classification)
discounted_cumulative_gain() (in module rexmex.metrics.ranking)
duplicate() (Annotator method)
F
f1_score() (in module rexmex.metrics.classification)
fall_out() (in module rexmex.metrics.classification)
false_discovery_rate() (in module rexmex.metrics.classification)
false_negative() (in module rexmex.metrics.classification)
false_negative_rate() (in module rexmex.metrics.classification)
false_omission_rate() (in module rexmex.metrics.classification)
false_positive() (in module rexmex.metrics.classification)
false_positive_rate() (in module rexmex.metrics.classification)
filter_metrics() (MetricSet method)
filter_scores() (ScoreCard method)
fowlkes_mallows_index() (in module rexmex.metrics.classification)
G
generate_report() (CoverageScoreCard method)
(ScoreCard method)
get_coverage_metrics() (CoverageScoreCard method)
get_performance_metrics() (ScoreCard method)
gmean_rank() (in module rexmex.metrics.ranking)
H
hit_rate() (in module rexmex.metrics.classification)
hits_at_k() (in module rexmex.metrics.ranking)
I
informedness() (in module rexmex.metrics.classification)
intra_list_similarity() (in module rexmex.metrics.ranking)
item_coverage() (in module rexmex.metrics.coverage)
K
kendall_tau() (in module rexmex.metrics.ranking)
M
markedness() (in module rexmex.metrics.classification)
matthews_correlation_coefficient() (in module rexmex.metrics.classification)
mean_absolute_error() (in module rexmex.metrics.rating)
mean_absolute_percentage_error() (in module rexmex.metrics.rating)
mean_average_precision_at_k() (in module rexmex.metrics.ranking)
mean_average_recall_at_k() (in module rexmex.metrics.ranking)
mean_rank() (in module rexmex.metrics.ranking)
mean_reciprocal_rank() (in module rexmex.metrics.ranking)
mean_squared_error() (in module rexmex.metrics.rating)
Metric (in module rexmex.utils)
metric_set (CoverageScoreCard attribute)
(ScoreCard attribute)
MetricSet (class in rexmex.metricset)
miss_rate() (in module rexmex.metrics.classification)
module
rexmex.dataset
rexmex.metrics.classification
rexmex.metrics.coverage
rexmex.metrics.ranking
rexmex.metrics.rating
rexmex.metricset
rexmex.scorecard
rexmex.utils
N
negative_likelihood_ratio() (in module rexmex.metrics.classification)
negative_predictive_value() (in module rexmex.metrics.classification)
normalize() (in module rexmex.utils)
normalize_metrics() (RatingMetricSet method)
normalized_discounted_cumulative_gain() (in module rexmex.metrics.ranking)
normalized_distance_based_performance_measure() (in module rexmex.metrics.ranking)
novelty() (in module rexmex.metrics.ranking)
P
pearson_correlation_coefficient() (in module rexmex.metrics.rating)
personalization() (in module rexmex.metrics.ranking)
positive_likelihood_ratio() (in module rexmex.metrics.classification)
positive_predictive_value() (in module rexmex.metrics.classification)
pr_auc_score() (in module rexmex.metrics.classification)
precision_score() (in module rexmex.metrics.classification)
prevalence_threshold() (in module rexmex.metrics.classification)
print_metrics() (MetricSet method)
(ScoreCard method)
R
r2_score() (in module rexmex.metrics.rating)
rank() (in module rexmex.metrics.ranking)
RankingMetricSet (class in rexmex.metricset)
RatingMetricSet (class in rexmex.metricset)
read_dataset() (DatasetReader method)
recall_score() (in module rexmex.metrics.classification)
reciprocal_rank() (in module rexmex.metrics.ranking)
rexmex.dataset
module
rexmex.metrics.classification
module
rexmex.metrics.coverage
module
rexmex.metrics.ranking
module
rexmex.metrics.rating
module
rexmex.metricset
module
rexmex.scorecard
module
rexmex.utils
module
roc_auc_score() (in module rexmex.metrics.classification)
root_mean_squared_error() (in module rexmex.metrics.rating)
S
ScoreCard (class in rexmex.scorecard)
selectivity() (in module rexmex.metrics.classification)
sensitivity() (in module rexmex.metrics.classification)
spearmans_rho() (in module rexmex.metrics.ranking)
specificity() (in module rexmex.metrics.classification)
symmetric_mean_absolute_percentage_error() (in module rexmex.metrics.rating)
T
threat_score() (in module rexmex.metrics.classification)
true_negative() (in module rexmex.metrics.classification)
true_negative_rate() (in module rexmex.metrics.classification)
true_positive() (in module rexmex.metrics.classification)
true_positive_rate() (in module rexmex.metrics.classification)
U
user_coverage() (in module rexmex.metrics.coverage)
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