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thieu1995/permetrics: v1.4.0

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 27 Jul 2023Publisher:Zenodo
Authors: Nguyen Van Thieu; Matthias Quinn;

doi: 10.5281/zenodo.8188194 , 10.5281/zenodo.8220489 , 10.5281/zenodo.8280996 , 10.5281/zenodo.8213478 , 10.5281/zenodo.8188271

thieu1995/permetrics: v1.4.0

Abstract

Add ClusteringMetric: Add internal metrics (Need X features and y_pred) ball_hall_index (BHI) calinski_harabasz_index (CHI) xie_beni_index (XBI) banfeld_raftery_index (BRI) davies_bouldin_index (DBI) det_ratio_index (DRI) dunn_index (DI) ksq_detw_index (KDI) log_det_ratio_index (LDRI) log_ss_ratio_index (LSRI) silhouette_index (SI) Add external metrics (Need y_true and y_pred) mutual_info_score (MIS) normalized_mutual_info_score (NMIS) rand_score (RaS) fowlkes_mallows_score (FMS) homogeneity_score (HS) completeness_score (CS) v_measure_score (VMS) precision_score (PrS) recall_score (ReS) f_measure_score (FmS) czekanowski_dice_score (CDS) hubert_gamma_score (HGS) jaccard_score (JS) kulczynski_score (KS) mc_nemar_score (MNS) phi_score (PhS) rogers_tanimoto_score (RTS) russel_rao_score (RRS) sokal_sneath1_score (SS1S) sokal_sneath2_score (SS2S) Add examples for ClusteringMetric Add LabelEncoder class

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    		 Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    		 Average
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visibility
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
views
OpenAIRE UsageCountsViews provided by UsageCounts
0
Average
Average
Average
8