DEVELOPMENT... OpenML
Run
31190

Run 31190

Task 4297 (Supervised Classification) fri_c2_100_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)_I80
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
0.8653
Per class
Build CPU time
0.0269
Build memory
814864810.56
F measure
0.7995
Per class
Kappa
0.5785
KB relative information score
472.2366
Mean absolute error
0.262
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
0.8028
Per class
Predictive accuracy
0.803
Prior entropy
0.9721
Recall
0.803
Per class
Relative absolute error
0.5454
Root mean prior squared error
0.4899
Root mean squared error
0.3692
Root relative squared error
0.7536
SciMark benchmark
930.6965