DEVELOPMENT... OpenML
Run
27027

Run 27027

Task 2074 (Supervised Classification) satimage 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
0.989
Per class
Build CPU time
8.6218
Build memory
139908460
F measure
0.9008
Per class
Kappa
0.88
KB relative information score
5532.6997
Mean absolute error
0.0519
Mean prior absolute error
0.2701
Number of instances
6430
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9006
Per class
Predictive accuracy
0.9031
Prior entropy
2.4836
Recall
0.9031
Per class
Relative absolute error
0.192
Root mean prior squared error
0.3675
Root mean squared error
0.1543
Root relative squared error
0.4199
SciMark benchmark
931.3644