DEVELOPMENT... OpenML
Run
27452

Run 27452

Task 3673 (Supervised Classification) fri_c0_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
0.8663
Per class
Build CPU time
0.0238
Build memory
1791974496.8
F measure
0.8098
Per class
Kappa
0.6154
KB relative information score
40.1631
Mean absolute error
0.3147
Mean prior absolute error
0.4951
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8097
Per class
Predictive accuracy
0.81
Prior entropy
0.9931
Recall
0.81
Per class
Relative absolute error
0.6357
Root mean prior squared error
0.4975
Root mean squared error
0.3817
Root relative squared error
0.7672
SciMark benchmark
948.9266