DEVELOPMENT... OpenML
Run
29747

Run 29747

Task 4303 (Supervised Classification) fri_c0_250_50 Uploaded 12-10-2014 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
0.8739
Per class
Build CPU time
0.4334
Build memory
1411851313.28
F measure
0.7855
Per class
Kappa
0.5691
KB relative information score
964.1938
Mean absolute error
0.3234
Mean prior absolute error
0.498
Number of instances
2500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7855
Per class
Predictive accuracy
0.7856
Prior entropy
0.9971
Recall
0.7856
Per class
Relative absolute error
0.6494
Root mean prior squared error
0.499
Root mean squared error
0.3842
Root relative squared error
0.7699
SciMark benchmark
939.0108