DEVELOPMENT... OpenML
Run
19158

Run 19158

Task 5 (Supervised Classification) arrhythmia Uploaded 12-06-2014 by Felicia West
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Flow

weka.Bagging_LMT(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(1)_I160
weka.Bagging_LMT(1)_P100
weka.Bagging_LMT(1)_S1
weka.Bagging_LMT(1)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(1)_num-slots1
weka.LMT(1)_I-1
weka.LMT(1)_M15
weka.LMT(1)_W0.0

Result files

xml
Description

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

arff
Predictions

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

19 Evaluation measures

Area under ROC curve
0.8923
Per class
F measure
0.7192
Per class
Kappa
0.596
KB relative information score
255.4597
Mean absolute error
0.0411
Mean prior absolute error
0.0855
Number of instances
452
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.707
Per class
Predictive accuracy
0.7456
Prior entropy
2.5222
Recall
0.7456
Per class
Relative absolute error
0.481
Root mean prior squared error
0.2055
Root mean squared error
0.1539
Root relative squared error
0.7488
SciMark benchmark
936.1771[549.3671389593281010.4641127049078475.7385195030516909.90634458777781735.4093435786901]