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age
int64
is_female
bool
height
float64
weight
float64
qrs_duration
float64
p_r_interval
float64
q_t_interval
float64
t_interval
float64
p_interval
float64
qrs
float64
t
float64
p
float64
qrst
float64
j
float64
heart_rate
float64
average_witdth_of_wave_q_on_DI
float64
average_witdth_of_wave_r_on_DI
float64
average_witdth_of_wave_s_on_DI
float64
average_witdth_of_wave_rprime_on_DI
float64
average_witdth_of_wave_sprime_on_DI
float64
number_of_deflections_on_DI
float64
type_of_ragged_r_wave_on_DI
float64
type_of_diphasic_derivation_of_r_wave_on_DI
float64
type_of_ragged_p_wave_on_DI
float64
type_of_diphasic_derivation_of_p_wave_on_DI
float64
type_of_ragged_t_wave_on_DI
float64
type_of_diphasic_derivation_of_t_wave_on_DI
float64
average_witdth_of_wave_q_on_DII
float64
average_witdth_of_wave_r_on_DII
float64
average_witdth_of_wave_s_on_DII
float64
average_witdth_of_wave_rprime_on_DII
float64
average_witdth_of_wave_sprime_on_DII
float64
number_of_deflections_on_DII
float64
type_of_ragged_r_wave_on_DII
float64
type_of_diphasic_derivation_of_r_wave_on_DII
float64
type_of_ragged_p_wave_on_DII
float64
type_of_diphasic_derivation_of_p_wave_on_DII
float64
type_of_ragged_t_wave_on_DII
float64
type_of_diphasic_derivation_of_t_wave_on_DII
float64
average_witdth_of_wave_q_on_DIII
float64
average_witdth_of_wave_r_on_DIII
float64
average_witdth_of_wave_s_on_DIII
float64
average_witdth_of_wave_rprime_on_DIII
float64
average_witdth_of_wave_sprime_on_DIII
float64
number_of_deflections_on_DIII
float64
type_of_ragged_r_wave_on_DIII
float64
type_of_diphasic_derivation_of_r_wave_on_DIII
float64
type_of_ragged_p_wave_on_DIII
float64
type_of_diphasic_derivation_of_p_wave_on_DIII
float64
type_of_ragged_t_wave_on_DIII
float64
type_of_diphasic_derivation_of_t_wave_on_DIII
float64
average_witdth_of_wave_q_on_AVR
float64
average_witdth_of_wave_r_on_AVR
float64
average_witdth_of_wave_s_on_AVR
float64
average_witdth_of_wave_rprime_on_AVR
float64
average_witdth_of_wave_sprime_on_AVR
float64
number_of_deflections_on_AVR
float64
type_of_ragged_r_wave_on_AVR
float64
type_of_diphasic_derivation_of_r_wave_on_AVR
float64
type_of_ragged_p_wave_on_AVR
float64
type_of_diphasic_derivation_of_p_wave_on_AVR
float64
type_of_ragged_t_wave_on_AVR
float64
type_of_diphasic_derivation_of_t_wave_on_AVR
float64
average_witdth_of_wave_q_on_AVL
float64
average_witdth_of_wave_r_on_AVL
float64
average_witdth_of_wave_s_on_AVL
float64
average_witdth_of_wave_rprime_on_AVL
float64
average_witdth_of_wave_sprime_on_AVL
float64
number_of_deflections_on_AVL
float64
type_of_ragged_r_wave_on_AVL
float64
type_of_diphasic_derivation_of_r_wave_on_AVL
float64
type_of_ragged_p_wave_on_AVL
float64
type_of_diphasic_derivation_of_p_wave_on_AVL
float64
type_of_ragged_t_wave_on_AVL
float64
type_of_diphasic_derivation_of_t_wave_on_AVL
float64
average_witdth_of_wave_q_on_AVF
float64
average_witdth_of_wave_r_on_AVF
float64
average_witdth_of_wave_s_on_AVF
float64
average_witdth_of_wave_rprime_on_AVF
float64
average_witdth_of_wave_sprime_on_AVF
float64
number_of_deflections_on_AVF
float64
type_of_ragged_r_wave_on_AVF
float64
type_of_diphasic_derivation_of_r_wave_on_AVF
float64
type_of_ragged_p_wave_on_AVF
float64
type_of_diphasic_derivation_of_p_wave_on_AVF
float64
type_of_ragged_t_wave_on_AVF
float64
type_of_diphasic_derivation_of_t_wave_on_AVF
float64
average_witdth_of_wave_q_on_V1
float64
average_witdth_of_wave_r_on_V1
float64
average_witdth_of_wave_s_on_V1
float64
average_witdth_of_wave_rprime_on_V1
float64
average_witdth_of_wave_sprime_on_V1
float64
number_of_deflections_on_V1
float64
type_of_ragged_r_wave_on_V1
float64
type_of_diphasic_derivation_of_r_wave_on_V1
float64
type_of_ragged_p_wave_on_V1
float64
type_of_diphasic_derivation_of_p_wave_on_V1
float64
type_of_ragged_t_wave_on_V1
float64
type_of_diphasic_derivation_of_t_wave_on_V1
float64
average_witdth_of_wave_q_on_V2
float64
average_witdth_of_wave_r_on_V2
float64
average_witdth_of_wave_s_on_V2
float64
average_witdth_of_wave_rprime_on_V2
float64
average_witdth_of_wave_sprime_on_V2
float64
number_of_deflections_on_V2
float64
type_of_ragged_r_wave_on_V2
float64
type_of_diphasic_derivation_of_r_wave_on_V2
float64
type_of_ragged_p_wave_on_V2
float64
type_of_diphasic_derivation_of_p_wave_on_V2
float64
type_of_ragged_t_wave_on_V2
float64
type_of_diphasic_derivation_of_t_wave_on_V2
float64
average_witdth_of_wave_q_on_V3
float64
average_witdth_of_wave_r_on_V3
float64
average_witdth_of_wave_s_on_V3
float64
average_witdth_of_wave_rprime_on_V3
float64
average_witdth_of_wave_sprime_on_V3
float64
number_of_deflections_on_V3
float64
type_of_ragged_r_wave_on_V3
float64
type_of_diphasic_derivation_of_r_wave_on_V3
float64
type_of_ragged_p_wave_on_V3
float64
type_of_diphasic_derivation_of_p_wave_on_V3
float64
type_of_ragged_t_wave_on_V3
float64
type_of_diphasic_derivation_of_t_wave_on_V3
float64
average_witdth_of_wave_q_on_V4
float64
average_witdth_of_wave_r_on_V4
float64
average_witdth_of_wave_s_on_V4
float64
average_witdth_of_wave_rprime_on_V4
float64
average_witdth_of_wave_sprime_on_V4
float64
number_of_deflections_on_V4
float64
type_of_ragged_r_wave_on_V4
float64
type_of_diphasic_derivation_of_r_wave_on_V4
float64
type_of_ragged_p_wave_on_V4
float64
type_of_diphasic_derivation_of_p_wave_on_V4
float64
type_of_ragged_t_wave_on_V4
float64
type_of_diphasic_derivation_of_t_wave_on_V4
float64
average_witdth_of_wave_q_on_V5
float64
average_witdth_of_wave_r_on_V5
float64
average_witdth_of_wave_s_on_V5
float64
average_witdth_of_wave_rprime_on_V5
float64
average_witdth_of_wave_sprime_on_V5
float64
number_of_deflections_on_V5
float64
type_of_ragged_r_wave_on_V5
float64
type_of_diphasic_derivation_of_r_wave_on_V5
float64
type_of_ragged_p_wave_on_V5
float64
type_of_diphasic_derivation_of_p_wave_on_V5
float64
type_of_ragged_t_wave_on_V5
float64
type_of_diphasic_derivation_of_t_wave_on_V5
float64
average_witdth_of_wave_q_on_V6
float64
average_witdth_of_wave_r_on_V6
float64
average_witdth_of_wave_s_on_V6
float64
average_witdth_of_wave_rprime_on_V6
float64
average_witdth_of_wave_sprime_on_V6
float64
number_of_deflections_on_V6
float64
type_of_ragged_r_wave_on_V6
float64
type_of_diphasic_derivation_of_r_wave_on_V6
float64
type_of_ragged_p_wave_on_V6
float64
type_of_diphasic_derivation_of_p_wave_on_V6
float64
type_of_ragged_t_wave_on_V6
float64
type_of_diphasic_derivation_of_t_wave_on_V6
float64
amplitude_of_jj_wave_on_DI
float64
amplitude_of_q_wave_on_DI
float64
amplitude_of_r_wave_on_DI
float64
amplitude_of_s_wave_on_DI
float64
amplitude_of_rprime_wave_on_DI
float64
amplitude_of_sprime_wave_on_DI
float64
amplitude_of_p_wave_on_DI
float64
amplitude_of_t_wave_on_DI
float64
qrsa_on_DI
float64
qrsta_on_DI
float64
amplitude_of_jj_wave_on_DII
float64
amplitude_of_q_wave_on_DII
float64
amplitude_of_r_wave_on_DII
float64
amplitude_of_s_wave_on_DII
float64
amplitude_of_rprime_wave_on_DII
float64
amplitude_of_sprime_wave_on_DII
float64
amplitude_of_p_wave_on_DII
float64
amplitude_of_t_wave_on_DII
float64
qrsa_on_DII
float64
qrsta_on_DII
float64
amplitude_of_jj_wave_on_DIII
float64
amplitude_of_q_wave_on_DIII
float64
amplitude_of_r_wave_on_DIII
float64
amplitude_of_s_wave_on_DIII
float64
amplitude_of_rprime_wave_on_DIII
float64
amplitude_of_sprime_wave_on_DIII
float64
amplitude_of_p_wave_on_DIII
float64
amplitude_of_t_wave_on_DIII
float64
qrsa_on_DIII
float64
qrsta_on_DIII
float64
amplitude_of_jj_wave_on_AVR
float64
amplitude_of_q_wave_on_AVR
float64
amplitude_of_r_wave_on_AVR
float64
amplitude_of_s_wave_on_AVR
float64
amplitude_of_rprime_wave_on_AVR
float64
amplitude_of_sprime_wave_on_AVR
float64
amplitude_of_p_wave_on_AVR
float64
amplitude_of_t_wave_on_AVR
float64
qrsa_on_AVR
float64
qrsta_on_AVR
float64
amplitude_of_jj_wave_on_AVL
float64
amplitude_of_q_wave_on_AVL
float64
amplitude_of_r_wave_on_AVL
float64
amplitude_of_s_wave_on_AVL
float64
amplitude_of_rprime_wave_on_AVL
float64
amplitude_of_sprime_wave_on_AVL
float64
amplitude_of_p_wave_on_AVL
float64
amplitude_of_t_wave_on_AVL
float64
qrsa_on_AVL
float64
qrsta_on_AVL
float64
amplitude_of_jj_wave_on_AVF
float64
amplitude_of_q_wave_on_AVF
float64
amplitude_of_r_wave_on_AVF
float64
amplitude_of_s_wave_on_AVF
float64
amplitude_of_rprime_wave_on_AVF
float64
amplitude_of_sprime_wave_on_AVF
float64
amplitude_of_p_wave_on_AVF
float64
amplitude_of_t_wave_on_AVF
float64
qrsa_on_AVF
float64
qrsta_on_AVF
float64
amplitude_of_jj_wave_on_V1
float64
amplitude_of_q_wave_on_V1
float64
amplitude_of_r_wave_on_V1
float64
amplitude_of_s_wave_on_V1
float64
amplitude_of_rprime_wave_on_V1
float64
amplitude_of_sprime_wave_on_V1
float64
amplitude_of_p_wave_on_V1
float64
amplitude_of_t_wave_on_V1
float64
qrsa_on_V1
float64
qrsta_on_V1
float64
amplitude_of_jj_wave_on_V2
float64
amplitude_of_q_wave_on_V2
float64
amplitude_of_r_wave_on_V2
float64
amplitude_of_s_wave_on_V2
float64
amplitude_of_rprime_wave_on_V2
float64
amplitude_of_sprime_wave_on_V2
float64
amplitude_of_p_wave_on_V2
float64
amplitude_of_t_wave_on_V2
float64
qrsa_on_V2
float64
qrsta_on_V2
float64
amplitude_of_jj_wave_on_V3
float64
amplitude_of_q_wave_on_V3
float64
amplitude_of_r_wave_on_V3
float64
amplitude_of_s_wave_on_V3
float64
amplitude_of_rprime_wave_on_V3
float64
amplitude_of_sprime_wave_on_V3
float64
amplitude_of_p_wave_on_V3
float64
amplitude_of_t_wave_on_V3
float64
qrsa_on_V3
float64
qrsta_on_V3
float64
amplitude_of_jj_wave_on_V4
float64
amplitude_of_q_wave_on_V4
float64
amplitude_of_r_wave_on_V4
float64
amplitude_of_s_wave_on_V4
float64
amplitude_of_rprime_wave_on_V4
float64
amplitude_of_sprime_wave_on_V4
float64
amplitude_of_p_wave_on_V4
float64
amplitude_of_t_wave_on_V4
float64
qrsa_on_V4
float64
qrsta_on_V4
float64
amplitude_of_jj_wave_on_V5
float64
amplitude_of_q_wave_on_V5
float64
amplitude_of_r_wave_on_V5
float64
amplitude_of_s_wave_on_V5
float64
amplitude_of_rprime_wave_on_V5
float64
amplitude_of_sprime_wave_on_V5
float64
amplitude_of_p_wave_on_V5
float64
amplitude_of_t_wave_on_V5
float64
qrsa_on_V5
float64
qrsta_on_V5
float64
amplitude_of_jj_wave_on_V6
float64
amplitude_of_q_wave_on_V6
float64
amplitude_of_r_wave_on_V6
float64
amplitude_of_s_wave_on_V6
float64
amplitude_of_rprime_wave_on_V6
float64
amplitude_of_sprime_wave_on_V6
float64
amplitude_of_p_wave_on_V6
float64
amplitude_of_t_wave_on_V6
float64
qrsa_on_V6
float64
qrsta_on_V6
float64
has_arhythmia
int64
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1
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Arhythmia

The Arrhythmia dataset from the UCI ML repository. Does the patient have arhythmia? If so, what type?

Configurations and tasks

Configuration Task Description
arhytmia Multiclass classification What type of arhythmia does the patient have?
has_arhytmia Binary classification Does the patient have arhythmia?

Usage

from datasets import load_dataset

dataset = load_dataset("mstz/arhythmia", "arhythmia")["train"]

Features

Target feature changes according to the selected configuration and is always in last position in the dataset.

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