DEVELOPMENT... OpenML
Run
26687

Run 26687

Task 4353 (Supervised Classification) fri_c3_100_10 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
0.8494
Per class
Build CPU time
0.0177
Build memory
105310405.12
F measure
0.8001
Per class
Kappa
0.5809
KB relative information score
404.8486
Mean absolute error
0.2998
Mean prior absolute error
0.4804
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8006
Per class
Predictive accuracy
0.802
Prior entropy
0.9721
Recall
0.802
Per class
Relative absolute error
0.624
Root mean prior squared error
0.4899
Root mean squared error
0.3842
Root relative squared error
0.7843
SciMark benchmark
929.2777