DEVELOPMENT... OpenML
Run
28106

Run 28106

Task 3781 (Supervised Classification) fri_c4_250_50 Uploaded 09-10-2014 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
0.896
Per class
Build CPU time
0.2282
Build memory
102553402.4
F measure
0.8431
Per class
Kappa
0.6838
KB relative information score
122.6751
Mean absolute error
0.2703
Mean prior absolute error
0.4968
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8456
Per class
Predictive accuracy
0.844
Prior entropy
0.9955
Recall
0.844
Per class
Relative absolute error
0.5441
Root mean prior squared error
0.4984
Root mean squared error
0.3564
Root relative squared error
0.715
SciMark benchmark
941.6082