DEVELOPMENT... OpenML
Run
32214

Run 32214

Task 1885 (Supervised Classification) arrhythmia Uploaded 13-10-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I160
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.8947
Per class
Build CPU time
36.426
Build memory
311879610.8726
F measure
0.7262
Per class
Kappa
0.6245
KB relative information score
2399.6149
Mean absolute error
0.0467
Mean prior absolute error
0.0855
Number of instances
4520
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7068
Per class
Predictive accuracy
0.7611
Prior entropy
2.5222
Recall
0.7611
Per class
Relative absolute error
0.5463
Root mean prior squared error
0.2055
Root mean squared error
0.1515
Root relative squared error
0.7374
SciMark benchmark
940.8316