DEVELOPMENT... OpenML
Run
31909

Run 31909

Task 3635 (Supervised Classification) fri_c1_250_50 Uploaded 13-10-2014 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)_I160
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
0.9412
Per class
Build CPU time
1.273
Build memory
835584802.4
F measure
0.88
Per class
Kappa
0.7578
KB relative information score
150.0368
Mean absolute error
0.2143
Mean prior absolute error
0.4954
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
0.88
Per class
Predictive accuracy
0.88
Prior entropy
0.9934
Recall
0.88
Per class
Relative absolute error
0.4325
Root mean prior squared error
0.4977
Root mean squared error
0.3097
Root relative squared error
0.6223
SciMark benchmark
937.3308