DEVELOPMENT... OpenML
Run
27580

Run 27580

Task 4204 (Supervised Classification) squash-stored Uploaded 08-10-2014 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)_I20
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
0.8246
Per class
Build CPU time
0.0141
Build memory
4071290523.4923
F measure
0.6817
Per class
Kappa
0.4816
KB relative information score
215.9026
Mean absolute error
0.2746
Mean prior absolute error
0.4135
Number of instances
520
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6862
Per class
Predictive accuracy
0.6865
Prior entropy
1.4782
Recall
0.6865
Per class
Relative absolute error
0.6641
Root mean prior squared error
0.4538
Root mean squared error
0.3753
Root relative squared error
0.8269
SciMark benchmark
908.3379