DEVELOPMENT... OpenML
Run
63750

Run 63750

Task 235 (Supervised Classification) arrhythmia Uploaded 17-11-2014 by Felicia West
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Flow

weka.Bagging_LWL_DecisionStump(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LWL_DecisionStump(2)_I80
weka.Bagging_LWL_DecisionStump(2)_P100
weka.Bagging_LWL_DecisionStump(2)_S1
weka.Bagging_LWL_DecisionStump(2)_Wweka.classifiers.lazy.LWL
weka.Bagging_LWL_DecisionStump(2)_num-slots1
weka.LWL_DecisionStump(2)_Atrue
weka.LWL_DecisionStump(2)_K-1
weka.LWL_DecisionStump(2)_U0
weka.LWL_DecisionStump(2)_Wweka.classifiers.trees.DecisionStump

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
0.8378
Per class
Build CPU time
0.016
Build memory
1211972480
F measure
0.3386
Per class
Kappa
0.0054
KB relative information score
35.1342
Mean absolute error
0.0747
Mean prior absolute error
0.0878
Number of instances
149
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.2551
Per class
Predictive accuracy
0.5034
Prior entropy
2.5222
Recall
0.5034
Per class
Relative absolute error
0.8499
Root mean prior squared error
0.211
Root mean squared error
0.1942
Root relative squared error
0.9203
SciMark benchmark
928.9619