DEVELOPMENT... OpenML
Run
29780

Run 29780

Task 3799 (Supervised Classification) fri_c3_500_10 Uploaded 12-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I40
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
0.9585
Per class
Build CPU time
0.2576
Build memory
2419888921.6
F measure
0.8879
Per class
Kappa
0.7739
KB relative information score
338.4573
Mean absolute error
0.1716
Mean prior absolute error
0.4961
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8879
Per class
Predictive accuracy
0.888
Prior entropy
0.9945
Recall
0.888
Per class
Relative absolute error
0.3458
Root mean prior squared error
0.4981
Root mean squared error
0.2833
Root relative squared error
0.5689
SciMark benchmark
929.9026

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