DEVELOPMENT... OpenML
Run
76312

Run 76312

Task 5 (Supervised Classification) arrhythmia Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I20
weka.Bagging_RandomForest(2)_P100
weka.Bagging_RandomForest(2)_S1
weka.Bagging_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(2)_num-slots1
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
0.8757
Per class
Build CPU time
7.4828
Build memory
1301102238.6195
F measure
0.5807
Per class
Kappa
0.3654
KB relative information score
166.507
Mean absolute error
0.0654
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
0.5974
Per class
Predictive accuracy
0.6593
Prior entropy
2.5222
Recall
0.6593
Per class
Relative absolute error
0.7644
Root mean prior squared error
0.2055
Root mean squared error
0.1712
Root relative squared error
0.833
SciMark benchmark
939.4327