DEVELOPMENT... OpenML
Run
32674

Run 32674

Task 4315 (Supervised Classification) fri_c3_250_5 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
0.9429
Per class
Build CPU time
0.1692
Build memory
2354441341.12
F measure
0.866
Per class
Kappa
0.7275
KB relative information score
1580.1202
Mean absolute error
0.1905
Mean prior absolute error
0.4919
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
0.866
Per class
Predictive accuracy
0.866
Prior entropy
0.9883
Recall
0.866
Per class
Relative absolute error
0.3873
Root mean prior squared error
0.4959
Root mean squared error
0.3085
Root relative squared error
0.622
SciMark benchmark
945.4929