DEVELOPMENT... OpenML
Run
29198

Run 29198

Task 3675 (Supervised Classification) pbc Uploaded 11-10-2014 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
0.7601
Per class
Build CPU time
0.4064
Build memory
3281757940.8612
F measure
0.6891
Per class
Kappa
0.3723
KB relative information score
104.105
Mean absolute error
0.3819
Mean prior absolute error
0.495
Number of instances
418
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6893
Per class
Predictive accuracy
0.689
Prior entropy
0.9928
Recall
0.689
Per class
Relative absolute error
0.7716
Root mean prior squared error
0.4975
Root mean squared error
0.4436
Root relative squared error
0.8916
SciMark benchmark
635.1987