DEVELOPMENT... OpenML
Run
27028

Run 27028

Task 4378 (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
0.8877
Per class
Build CPU time
0.0156
Build memory
147697372.32
F measure
0.7984
Per class
Kappa
0.592
KB relative information score
418.889
Mean absolute error
0.3044
Mean prior absolute error
0.4951
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
0.7987
Per class
Predictive accuracy
0.799
Prior entropy
0.9931
Recall
0.799
Per class
Relative absolute error
0.6149
Root mean prior squared error
0.4975
Root mean squared error
0.371
Root relative squared error
0.7457
SciMark benchmark
934.9502