inter_emotions

Emotions in music aggregate on BPM to interval multi label data.

datasets

Provide functions for overlaps clustering, fuzzy clustering and interval-valued data manipulation. The package implement the following algorithms:
OKM (Overlapping Kmeans) from Cleuziou, G. (2007) <doi:10.1109/icpr.2008.4761079> ;
NEOKM (Non-exhaustive overlapping Kmeans) from Whang, J. J., Dhillon, I. S., and Gleich, D. F. (2015) <doi:10.1137/1.9781611974010.105> ;
Fuzzy Cmeans from Bezdek, J. C. (1981) <doi:10.1007/978-1-4757-0450-1> ;
Fuzzy I-Cmeans from de A.T. De Carvalho, F. (2005) <doi:10.1016/j.patrec.2006.08.014>.

Nicolas Hiot

COveR

Clustering with Overlaps

Guillaume Cleuziou

inter_emotions function

A interval structure with 59 rows and 71 variables divided in min
and max with 6 class:<dl>
 <dt>Mean_Acc1298_Mean_Mem40_Centroid</dt>
<dd></dd> <dt>Mean_Acc1298_Mean_Mem40_Rolloff</dt>
<dd></dd> <dt>Mean_Acc1298_Mean_Mem40_Flux</dt>
<dd></dd> <dt>Mean_Acc1298_Mean_Mem40_MFCC_0</dt>
<dd></dd> ...
 <dt>Mean_Acc1298_Mean_Mem40_MFCC_12</dt>
<dd></dd> <dt>Mean_Acc1298_Std_Mem40_Centroid</dt>
<dd></dd> <dt>Mean_Acc1298_Std_Mem40_Rolloff</dt>
<dd></dd> <dt>Mean_Acc1298_Std_Mem40_Flux</dt>
<dd></dd> <dt>Mean_Acc1298_Std_Mem40_MFCC_0</dt>
<dd></dd> ...
 <dt>Mean_Acc1298_Std_Mem40_MFCC_12</dt>
<dd></dd> <dt>Std_Acc1298_Mean_Mem40_Centroid</dt>
<dd></dd> <dt>Std_Acc1298_Mean_Mem40_Rolloff</dt>
<dd></dd> <dt>Std_Acc1298_Mean_Mem40_Flux</dt>
<dd></dd> <dt>Std_Acc1298_Mean_Mem40_MFCC_0</dt>
<dd></dd> ...
 <dt>Std_Acc1298_Mean_Mem40_MFCC_12</dt>
<dd></dd> <dt>Std_Acc1298_Std_Mem40_Centroid</dt>
<dd></dd> <dt>Std_Acc1298_Std_Mem40_Rolloff</dt>
<dd></dd> <dt>Std_Acc1298_Std_Mem40_Flux</dt>
<dd></dd> <dt>Std_Acc1298_Std_Mem40_MFCC_0</dt>
<dd></dd> ...
 <dt>Std_Acc1298_Std_Mem40_MFCC_12</dt>
<dd></dd> <dt>BH_LowPeakAmp</dt>
<dd></dd> <dt>BH_LowPeakBPM</dt>
<dd></dd> <dt>BH_HighPeakAmp</dt>
<dd></dd> <dt>BH_HighLowRatio</dt>
<dd></dd> <dt>BHSUM1</dt>
<dd></dd> <dt>BHSUM2</dt>
<dd></dd> <dt>BHSUM3</dt>
<dd></dd>
</dl>Class :<dl>
 <dt>amazed.suprised</dt>
<dd></dd> <dt>happy.pleased</dt>
<dd></dd> <dt>relaxing.calm</dt>
<dd></dd> <dt>quiet.still</dt>
<dd></dd> <dt>sad.lonely</dt>
<dd></dd> <dt>angry.aggresive</dt>
<dd></dd>
</dl>

Format

Emotions in music aggregate on BPM to interval multi label data. — inter_emotions

A interval structure with 59 rows and 71 variables divided in min
and max with 6 class:<dl>
 <dt>Mean_Acc1298_Mean_Mem40_Centroid</dt>
<dd></dd>

 <dt>Mean_Acc1298_Mean_Mem40_Rolloff</dt>
<dd></dd>

 <dt>Mean_Acc1298_Mean_Mem40_Flux</dt>
<dd></dd>

 <dt>Mean_Acc1298_Mean_Mem40_MFCC_0</dt>
<dd></dd>

 ...
 <dt>Mean_Acc1298_Mean_Mem40_MFCC_12</dt>
<dd></dd>

 <dt>Mean_Acc1298_Std_Mem40_Centroid</dt>
<dd></dd>

 <dt>Mean_Acc1298_Std_Mem40_Rolloff</dt>
<dd></dd>

 <dt>Mean_Acc1298_Std_Mem40_Flux</dt>
<dd></dd>

 <dt>Mean_Acc1298_Std_Mem40_MFCC_0</dt>
<dd></dd>

 ...
 <dt>Mean_Acc1298_Std_Mem40_MFCC_12</dt>
<dd></dd>

 <dt>Std_Acc1298_Mean_Mem40_Centroid</dt>
<dd></dd>

 <dt>Std_Acc1298_Mean_Mem40_Rolloff</dt>
<dd></dd>

 <dt>Std_Acc1298_Mean_Mem40_Flux</dt>
<dd></dd>

 <dt>Std_Acc1298_Mean_Mem40_MFCC_0</dt>
<dd></dd>

 ...
 <dt>Std_Acc1298_Mean_Mem40_MFCC_12</dt>
<dd></dd>

 <dt>Std_Acc1298_Std_Mem40_Centroid</dt>
<dd></dd>

 <dt>Std_Acc1298_Std_Mem40_Rolloff</dt>
<dd></dd>

 <dt>Std_Acc1298_Std_Mem40_Flux</dt>
<dd></dd>

 <dt>Std_Acc1298_Std_Mem40_MFCC_0</dt>
<dd></dd>

 ...
 <dt>Std_Acc1298_Std_Mem40_MFCC_12</dt>
<dd></dd>

 <dt>BH_LowPeakAmp</dt>
<dd></dd>

 <dt>BH_LowPeakBPM</dt>
<dd></dd>

 <dt>BH_HighPeakAmp</dt>
<dd></dd>

 <dt>BH_HighLowRatio</dt>
<dd></dd>

 <dt>BHSUM1</dt>
<dd></dd>

 <dt>BHSUM2</dt>
<dd></dd>

 <dt>BHSUM3</dt>
<dd></dd>


</dl>

Class :<dl>
 <dt>amazed.suprised</dt>
<dd></dd>

 <dt>happy.pleased</dt>
<dd></dd>

 <dt>relaxing.calm</dt>
<dd></dd>

 <dt>quiet.still</dt>
<dd></dd>

 <dt>sad.lonely</dt>
<dd></dd>

 <dt>angry.aggresive</dt>
<dd></dd>


</dl>

inter_emotions: Emotions in music aggregate on BPM to interval multi label data.

Description

Usage

Arguments

Format